@article{aimeur:icml07,
   author = {E. A\"{i}meur and G. Brassard and S. Gambs},
   title = {Quantum clustering algorithms},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1--8}
}

@article{agarwal:icml07,
   author = {A. Agarwal and S. Chakrabarti},
   title = {Learning random walks to rank nodes in graphs},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {9--16}
}

@article{amit:icml07,
   author = {Y. Amit and M. Fink and N. Srebro and S. Ullman},
   title = {Uncovering shared structures in multiclass classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {17--24}
}

@article{ando:icml07,
   author = {R. Ando and T. Zhang},
   title = {Two-view feature generation model for semi-supervised learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {25--32}
}

@article{andrew:icml07,
   author = {G. Andrew and J. Gao},
   title = {Scalable training of {L1}-regularized log-linear models},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {33--40}
}

@article{asharaf:icml07,
   author = {S. Asharaf and M. Murty and S. Shevade},
   title = {Multiclass core vector machine},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {41--48}
}

@article{azran:icml07,
   author = {A. Azran},
   title = {The rendezvous algorithm: multiclass semi-supervised learning with {Markov} random walks},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {49--56}
}

@article{babaria:icml07,
   author = {R. Babaria and S. Jagarlapudi and K. Kumar and S. Kaveri and C. Bhattacharyya and M. Murty},
   title = {Focussed crawling with scalable ordinal regression solvers},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {57--64}
}

@article{barhillel:icml07,
   author = {A. {Bar Hillel} and D. Weinshall},
   title = {Learning distance function by coding similarity},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {65--72}
}

@article{bhattacharya:icml07,
   author = {S. Bhattacharya and C. Bhattacharyya and N. Chandra},
   title = {Structural alignment based kernels for protein structure classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {73--80}
}

@article{bickel:icml07,
   author = {S. Bickel and M. Br\"{u}eckner and T. Scheffer},
   title = {Discriminative learning for differing training and test distributions},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {81--88}
}

@article{bordes:icml07,
   author = {A. Bordes and L. Bottou and P. Gallinari and J. Weston},
   title = {Solving multiclass support vector machines with {LaRank}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {89--96}
}

@article{bryan:icml07,
   author = {B. Bryan and H. McMahan and C. Schafer and J. Schneider},
   title = {Efficiently computing minimax expected-size confidence regions},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {97--104}
}

@article{bunescu:icml07,
   author = {R. Bunescu and R. Mooney},
   title = {Multiple instance learning for sparse positive bags},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {105--112}
}

@article{busse:icml07,
   author = {L. Busse and P. Orbanz and J. Buhmann},
   title = {Cluster analysis of heterogeneous rank data},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {113--120}
}

@article{cao:icml07a,
   author = {B. Cao and D. Shen and J. Sun and Q. Yang and Z. Chen},
   title = {Feature selection in kernel space},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {121--128}
}

@article{cao:icml07b,
   author = {Z. Cao and T. Qin and T. Liu and M. Tsai and H. Li},
   title = {Learning to rank: from pairwise approach to listwise approach},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {129--136}
}

@article{cazzanti:icml07,
   author = {L. Cazzanti and M. Gupta},
   title = {Local similarity discriminant analysis},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {137--144}
}

@article{chan:icml07,
   author = {A. Chan and N. Vasconcelos and G. Lanckriet},
   title = {Direct convex relaxations of sparse {SVM}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {145--152}
}

@article{chen:icml07,
   author = {X. Chen and J. Jeong},
   title = {Minimum reference set based feature selection for small sample classifications},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {153--160}
}

@article{cheng:icml07,
   author = {L. Cheng and S. Vishwanathan},
   title = {Learning to compress images and video},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {161--168}
}

@article{cortes:icml07,
   author = {C. Cortes and M. Mohri and A. Rastogi},
   title = {Magnitude-preserving ranking algorithms},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {169--176}
}

@article{daspremont:icml07,
   author = {A. d'Aspremont and F. Bach and L. El Ghaoui},
   title = {Full regularization path for sparse principal component analysis},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {177--184}
}

@article{dai:icml07a,
   author = {G. Dai and D. Yeung},
   title = {Kernel selection for semi-supervised kernel machines},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {185--192}
}

@article{dai:icml07b,
   author = {W. Dai and Q. Yang and G. Xue and Y. Yu},
   title = {Boosting for transfer learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {193--200}
}

@article{davidson:icml07,
   author = {I. Davidson and S. Ravi},
   title = {Intractability and clustering with constraints},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {201--208}
}

@article{davis:icml07,
   author = {J. Davis and B. Kulis and P. Jain and S. Sra and I. Dhillon},
   title = {Information-theoretic metric learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {209--216}
}

@article{davis:icml07,
   author = {J. Davis and V. Costa and S. Ray and D. Page},
   title = {An integrated approach to feature invention and model construction for drug activity prediction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {217--224}
}

@article{delage:icml07,
   author = {E. Delage and S. Mannor},
   title = {Percentile optimization in uncertain {MDP} with application to efficient exploration},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {225--232}
}

@article{dietz:icml07,
   author = {L. Dietz and S. Bickel and T. Scheffer},
   title = {Unsupervised prediction of citation influences},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {233--240}
}

@article{dollar:icml07,
   author = {P. Doll\'{a}r and V. Rabaud and S. Belongie},
   title = {Non-isometric manifold learning: analysis and an algorithm},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {241--248}
}

@article{dudik:icml07,
   author = {M. Dud\'{i}k and D. Blei and R. Schapire},
   title = {Hierarchical maximum entropy density estimation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {249--256}
}

@article{esposito:icml07,
   author = {R. Esposito and D. Radicioni},
   title = {{CarpeDiem}: an algorithm for the fast evaluation of {SSL} classifiers},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {257--264}
}

@article{farahmand:icml07,
   author = {A. Farahmand and C. Szepesv\'{a}ri and J. Audibert},
   title = {Manifold-adaptive dimension estimation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {265--272}
}

@article{gelly:icml07,
   author = {S. Gelly and D. Silver},
   title = {Combining online and offline knowledge in {UCT}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {273--280}
}

@article{gerber:icml07,
   author = {S. Gerber and T. Tasdizen and R. Whitaker},
   title = {Robust non-linear dimensionality reduction using successive 1-dimensional {Laplacian} eigenmaps},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {281--288}
}

@article{geurts:icml07,
   author = {P. Geurts and L. Wehenkel and F. d'Alch\'{e}-Buc},
   title = {Gradient boosting for kernelized output spaces},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {289--296}
}

@article{ghavamzadeh:icml07,
   author = {M. Ghavamzadeh and Y. Engel},
   title = {Bayesian actor-critic algorithms},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {297--304}
}

@article{globerson:icml07,
   author = {A. Globerson and T. Koo and X. Carreras and M. Collins},
   title = {Exponentiated gradient algorithms for log-linear structured prediction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {305--312}
}

@article{grira:icml07,
   author = {N. Grira and M. Houle},
   title = {Best of both: a hybridized centroid-medoid clustering heuristic},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {313--320}
}

@article{guo:icml07,
   author = {F. Guo and S. Hanneke and W. Fu and E. Xing},
   title = {Recovering temporally rewiring networks: a model-based approach},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {321--328}
}

@article{gupta:icml07,
   author = {R. Gupta and A. Diwan and S. Sarawagi},
   title = {Efficient inference with cardinality-based clique potentials},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {329--336}
}

@article{herault:icml07,
   author = {R. H\'{e}rault and Y. Grandvalet},
   title = {Sparse probabilistic classifiers},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {337--344}
}

@article{haider:icml07,
   author = {P. Haider and U. Brefeld and T. Scheffer},
   title = {Supervised clustering of streaming data for email batch detection},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {345--352}
}

@article{hanneke:icml07,
   author = {S. Hanneke},
   title = {A bound on the label complexity of agnostic active learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {353--360}
}

@article{hoi:icml07,
   author = {S. Hoi and R. Jin and M. Lyu},
   title = {Learning nonparametric kernel matrices from pairwise constraints},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {361--368}
}

@article{jaeger:icml07,
   author = {M. Jaeger},
   title = {Parameter learning for relational {Bayesian} networks},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {369--376}
}

@article{ji:icml07,
   author = {S. Ji and L. Carin},
   title = {Bayesian compressive sensing and projection optimization},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {377--384}
}

@article{johns:icml07,
   author = {J. Johns and S. Mahadevan},
   title = {Constructing basis functions from directed graphs for value function approximation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {385--392}
}

@article{kersting:icml07,
   author = {K. Kersting and C. Plagemann and P. Pfaff and W. Burgard},
   title = {Most likely heteroscedastic {Gaussian} process regression},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {393--400}
}

@article{kim:icml07a,
   author = {K. Kim and S. Choi},
   title = {Neighbor search with global geometry: a minimax message passing algorithm},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {401--408}
}

@article{kim:icml07b,
   author = {M. Kim and V. Pavlovic},
   title = {A recursive method for discriminative mixture learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {409--416}
}

@article{kirshner:icml07,
   author = {S. Kirshner and P. Smyth},
   title = {Infinite mixtures of trees},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {417--424}
}

@article{klami:icml07,
   author = {A. Klami and S. Kaski},
   title = {Local dependent components},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {425--432}
}

@article{kok:icml07,
   author = {S. Kok and P. Domingos},
   title = {Statistical predicate invention},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {433--440}
}

@article{kramer:icml07,
   author = {N. Kr\"{a}mer and M. Braun},
   title = {Kernelizing {PLS}, degrees of freedom, and efficient model selection},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {441--448}
}

@article{krause:icml07,
   author = {A. Krause and C. Guestrin},
   title = {Nonmyopic active learning of {Gaussian} processes: an exploration-exploitation approach},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {449--456}
}

@article{kropotov:icml07,
   author = {D. Kropotov and D. Vetrov},
   title = {On one method of non-diagonal regularization in sparse {Bayesian} learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {457--464}
}

@article{kuzmin:icml07,
   author = {D. Kuzmin and M. Warmuth},
   title = {Online kernel {PCA} with entropic matrix updates},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {465--472}
}

@article{larochelle:icml07,
   author = {H. Larochelle and D. Erhan and A. Courville and J. Bergstra and Y. Bengio},
   title = {An empirical evaluation of deep architectures on problems with many factors of variation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {473--480}
}

@article{lawrence:icml07,
   author = {N. Lawrence and A. Moore},
   title = {The hierarchical {Gaussian} process latent variable model},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {481--488}
}

@article{lee:icml07,
   author = {S. Lee and V. Chatalbashev and D. Vickrey and D. Koller},
   title = {Learning a meta-level prior for feature relevance from multiple related tasks},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {489--496}
}

@article{leskovec:icml07,
   author = {J. Leskovec and C. Faloutsos},
   title = {Scalable modeling of real graphs using {Kronecker} multiplication},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {497--504}
}

@article{li:icml07a,
   author = {B. Li and M. Chi and J. Fan and X. Xue},
   title = {Support cluster machine},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {505--512}
}

@article{li:icml07b,
   author = {F. Li and J. Yang and J. Wang},
   title = {A transductive framework of distance metric learning by spectral dimensionality reduction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {513--520}
}

@article{li:icml07c,
   author = {T. Li and C. Ding},
   title = {Adaptive dimension reduction using discriminant analysis and $k$-means clustering},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {521--528}
}

@article{li:icml07d,
   author = {W. Li and K. Lee and K. Leung},
   title = {Large-scale {RLSC} learning without agony},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {529--536}
}

@article{li:icml07e,
   author = {X. Li and W. Cheung and J. Liu and Z. Wu},
   title = {A novel orthogonal {NMF}-based belief compression for {POMDPs}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {537--544}
}

@article{liang:icml07,
   author = {P. Liang and M. Jordan and B. Taskar},
   title = {A permutation-augmented sampler for {DP} mixture models},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {545--552}
}

@article{liao:icml07,
   author = {X. Liao and H. Li and L. Carin},
   title = {Quadratically gated mixture of experts for incomplete data classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {553--560}
}

@article{lin:icml07,
   author = {C. Lin and R. Weng and S. Keerthi},
   title = {Trust region newton methods for large-scale logistic regression},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {561--568}
}

@article{long:icml07,
   author = {B. Long and Z. Zhang and X. Wu and P. Yu},
   title = {Relational clustering by symmetric convex coding},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {569--576}
}

@article{ma:icml07,
   author = {Y. Ma and S. Lao and E. Takikawa and M. Kawade},
   title = {Discriminant analysis in correlation similarity measure space},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {577--584}
}

@article{mahadevan:icml07,
   author = {S. Mahadevan},
   title = {Adaptive mesh compression in {3D} computer graphics using multiscale manifold learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {585--592}
}

@article{mann:icml07,
   author = {G. Mann and A. McCallum},
   title = {Simple, robust, scalable semi-supervised learning via expectation regularization},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {593--600}
}

@article{marthi:icml07,
   author = {B. Marthi},
   title = {Automatic shaping and decomposition of reward functions},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {601--608}
}

@article{masnadi-shirazi:icml07,
   author = {H. Masnadi-Shirazi and N. Vasconcelos},
   title = {Asymmetric boosting},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {609--616}
}

@article{mcneill:icml07,
   author = {G. McNeill and S. Vijayakumar},
   title = {Linear and nonlinear generative probabilistic class models for shape contours},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {617--624}
}

@article{mihalkova:icml07,
   author = {L. Mihalkova and R. Mooney},
   title = {Bottom-up learning of {Markov} logic network structure},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {625--632}
}

@article{mimno:icml07,
   author = {D. Mimno and W. Li and A. McCallum},
   title = {Mixtures of hierarchical topics with pachinko allocation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {633--640}
}

@article{mnih:icml07,
   author = {A. Mnih and G. Hinton},
   title = {Three new graphical models for statistical language modelling},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {641--648}
}

@article{moschitti:icml07,
   author = {A. Moschitti and F. Zanzotto},
   title = {Fast and effective kernels for relational learning from texts},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {649--656}
}

@article{mosci:icml07,
   author = {S. Mosci and L. Rosasco and A. Verri},
   title = {Dimensionality reduction and generalization},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {657--664}
}

@article{mylonakis:icml07,
   author = {M. Mylonakis and K. Sima'an and R. Hwa},
   title = {Unsupervised estimation for noisy-channel models},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {665--672}
}

@article{nelson:icml07,
   author = {B. Nelson and I. Cohen},
   title = {Revisiting probabilistic models for clustering with constraints},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {673--680}
}

@article{nguyen:icml07,
   author = {N. Nguyen and Y. Guo},
   title = {Comparisons of sequence labeling algorithms and extensions},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {681--688}
}

@article{ni:icml07,
   author = {K. Ni and L. Carin and D. Dunson},
   title = {Multi-Task learning for sequential data via {IHMMs} and the nested {Dirichlet} process},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {689--696}
}

@article{nilsson:icml07,
   author = {J. Nilsson and F. Sha and M. Jordan},
   title = {Regression on manifolds using kernel dimension reduction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {697--704}
}

@article{osentoski:icml07,
   author = {S. Osentoski and S. Mahadevan},
   title = {Learning state-action basis functions for hierarchical {MDPs}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {705--712}
}

@article{yoganandap:icml07,
   author = {A. P. Yogananda and M. Murty and L. Gopal},
   title = {A fast linear separability test by projection of positive points on subspaces},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {713--720}
}

@article{pandey:icml07,
   author = {S. Pandey and D. Chakrabarti and D. Agarwal},
   title = {Multi-armed bandit problems with dependent arms},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {721--728}
}

@article{parker:icml07,
   author = {C. Parker and A. Fern and P. Tadepalli},
   title = {Learning for efficient retrieval of structured data with noisy queries},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {729--736}
}

@article{parr:icml07,
   author = {R. Parr and C. Painter-Wakefield and L. Li and M. Littman},
   title = {Analyzing feature generation for value-function approximation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {737--744}
}

@article{peters:icml07,
   author = {J. Peters and S. Schaal},
   title = {Reinforcement learning by reward-weighted regression for operational space control},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {745--750}
}

@article{phua:icml07,
   author = {C. Phua and R. Fitch},
   title = {Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {751--758}
}

@article{raina:icml07,
   author = {R. Raina and A. Battle and H. Lee and B. Packer and A. Ng},
   title = {Self-taught learning: transfer learning from unlabeled data},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {759--766}
}

@article{rakhlin:icml07,
   author = {A. Rakhlin and J. Abernethy and P. Bartlett},
   title = {Online discovery of similarity mappings},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {767--774}
}

@article{rakotomamonjy:icml07,
   author = {A. Rakotomamonjy and F. Bach and S. Canu and Y. Grandvalet},
   title = {More efficiency in multiple kernel learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {775--782}
}

@article{rattigan:icml07,
   author = {M. Rattigan and M. Maier and D. Jensen},
   title = {Graph clustering with network structure indices},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {783--790}
}

@article{salakhutdinov:icml07,
   author = {R. Salakhutdinov and A. Mnih and G. Hinton},
   title = {Restricted {Boltzmann} machines for collaborative filtering},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {791--798}
}

@article{shah:icml07,
   author = {M. Shah},
   title = {Sample compression bounds for decision trees},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {799--806}
}

@article{shalevshwartz:icml07,
   author = {S. Shalev-Shwartz and Y. Singer and N. Srebro},
   title = {Pegasos: primal estimated sub-gradient solver for {SVM}},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {807--814}
}

@article{song:icml07,
   author = {L. Song and A. Smola and A. Gretton and K. Borgwardt},
   title = {A dependence maximization view of clustering},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {815--822}
}

@article{song:icml07,
   author = {L. Song and A. Smola and A. Gretton and K. Borgwardt and J. Bedo},
   title = {Supervised feature selection via dependence estimation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {823--830}
}

@article{sriperumbudur:icml07,
   author = {B. Sriperumbudur and D. Torres and G. Lanckriet},
   title = {Sparse eigen methods by {D.C.} programming},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {831--838}
}

@article{stern:icml07,
   author = {D. Stern and R. Herbrich and T. Graepel},
   title = {Learning to solve game trees},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {839--846}
}

@article{sun:icml07,
   author = {J. Sun and A. Kaban and S. Raychaudhury},
   title = {Robust mixtures in the presence of measurement errors},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {847--854}
}

@article{sun:icml07,
   author = {X. Sun and D. Janzing and B. Sch\"{o}lkopf and K. Fukumizu},
   title = {A kernel-based causal learning algorithm},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {855--862}
}

@article{sutton:icml07a,
   author = {C. Sutton and A. McCallum},
   title = {Piecewise pseudolikelihood for efficient training of conditional random fields},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {863--870}
}

@article{sutton:icml07b,
   author = {R. Sutton and A. Koop and D. Silver},
   title = {On the role of tracking in stationary environments},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {871--878}
}

@article{taylor:icml07,
   author = {M. Taylor and P. Stone},
   title = {Cross-domain transfer for reinforcement learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {879--886}
}

@article{titov:icml07,
   author = {I. Titov and J. Henderson},
   title = {Incremental {Bayesian} networks for structure prediction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {887--894}
}

@article{tomioka:icml07,
   author = {R. Tomioka and K. Aihara},
   title = {Classifying matrices with a spectral regularization},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {895--902}
}

@article{tsampouka:icml07,
   author = {P. Tsampouka and J. Shawe-Taylor},
   title = {Approximate maximum margin algorithms with rules controlled by the number of mistakes},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {903--910}
}

@article{tsang:icml07,
   author = {I. Tsang and A. Kocsor and J. Kwok},
   title = {Simpler core vector machines with enclosing balls},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {911--918}
}

@article{tsuda:icml07,
   author = {K. Tsuda},
   title = {Entire regularization paths for graph data},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {919--926}
}

@article{urtasun:icml07,
   author = {R. Urtasun and T. Darrell},
   title = {Discriminative {Gaussian} process latent variable models for classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {927--934}
}

@article{vanhulse:icml07,
   author = {J. {Van Hulse} and T. Khoshgoftaar and A. Napolitano},
   title = {Experimental perspectives on learning from imbalanced data},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {935--942}
}

@article{wachman:icml07,
   author = {G. Wachman and R. Khardon},
   title = {Learning from interpretations: a rooted kernel for ordered hypergraphs},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {943--950}
}

@article{wang:icml07a,
   author = {G. Wang and D. Yeung and F. Lochovsky},
   title = {A kernel path algorithm for support vector machines},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {951--958}
}

@article{wang:icml07b,
   author = {H. Wang and H. Zha and H. Qin},
   title = {Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {959--966}
}

@article{wang:icml07c,
   author = {H. Wang and S. Yan and T. Huang and J. Liu and X. Tang},
   title = {Transductive regression piloted by inter-manifold relations},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {967--974}
}

@article{wang:icml07d,
   author = {J. Wang and D. Fleet and A. Hertzmann},
   title = {Multifactor {Gaussian} process models for style-content separation},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {975--982}
}

@article{wang:icml07e,
   author = {L. Wang and J. Zhu and H. Zou},
   title = {Hybrid huberized support vector machines for microarray classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {983--990}
}

@article{wang:icml07f,
   author = {L. Wang and C. Yang and J. Feng},
   title = {On learning with dissimilarity functions},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {991--998}
}

@article{warmuth:icml07,
   author = {M. Warmuth},
   title = {Winnowing subspaces},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {999--1006}
}

@article{werner:icml07,
   author = {T. Werner},
   title = {What is decreased by the max-sum arc consistency algorithm?},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1007--1014}
}

@article{wilson:icml07,
   author = {A. Wilson and A. Fern and P. Tadepalli and S. Ray},
   title = {Multi-task reinforcement learning: a hierarchical {Bayesian} approach},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1015--1022}
}

@article{wipf:icml07,
   author = {D. Wipf and S. Nagarajan},
   title = {Beamforming using the relevance vector machine},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1023--1030}
}

@article{woznica:icml07,
   author = {A. Woznica and A. Kalousis and M. Hilario},
   title = {Learning to combine distances for complex representations},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1031--1038}
}

@article{wu:icml07,
   author = {M. Wu and K. Yu and S. Yu and B. Sch\"{o}lkopf},
   title = {Local learning projections},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1039--1046}
}

@article{xu:icml07,
   author = {Y. Xu and A. Fern},
   title = {On learning linear ranking functions for beam search},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1047--1054}
}

@article{xuan:icml07,
   author = {X. Xuan and K. Murphy},
   title = {Modeling changing dependency structure in multivariate time series},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1055--1062}
}

@article{xue:icml07,
   author = {Y. Xue and D. Dunson and L. Carin},
   title = {The matrix stick-breaking process for flexible multi-task learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1063--1070}
}

@article{yairi:icml07,
   author = {T. Yairi},
   title = {Map building without localization by dimensionality reduction techniques},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1071--1078}
}

@article{yamazaki:icml07,
   author = {K. Yamazaki and M. Kawanabe and S. Watanabe and M. Sugiyama and K. M\"{u}ller},
   title = {Asymptotic {Bayesian} generalization error when training and test distributions are different},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1079--1086}
}

@article{ye:icml07a,
   author = {J. Ye},
   title = {Least squares linear discriminant analysis},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1087--1094}
}

@article{ye:icml07b,
   author = {J. Ye and J. Chen and S. Ji},
   title = {Discriminant kernel and regularization parameter learning via semidefinite programming},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1095--1102}
}

@article{yu:icml07,
   author = {S. Yu and V. Tresp and K. Yu},
   title = {Robust multi-task learning with $t$-processes},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1103--1110}
}

@article{zhang:icml07a,
   author = {J. Zhang and R. Yan},
   title = {On the value of pairwise constraints in classification and consistency},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1111--1118}
}

@article{zhang:icml07b,
   author = {K. Zhang and I. Tsang and J. Kwok},
   title = {Maximum margin clustering made practical},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1119--1126}
}

@article{zhang:icml07c,
   author = {K. Zhang and L. Chan},
   title = {Nonlinear independent component analysis with minimal nonlinear distortion},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1127--1134}
}

@article{zhang:icml07d,
   author = {W. Zhang and X. Xue and Z. Sun and Y. Guo and H. Lu},
   title = {Optimal dimensionality of metric space for classification},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1135--1142}
}

@article{zhang:icml07e,
   author = {X. Zhang and D. Aberdeen and S. Vishwanathan},
   title = {Conditional random fields for multi-agent reinforcement learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1143--1150}
}

@article{zhao:icml07,
   author = {Z. Zhao and H. Liu},
   title = {Spectral feature selection for supervised and unsupervised learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1151--1158}
}

@article{zhou:icml07a,
   author = {D. Zhou and C. Burges},
   title = {Spectral clustering with multiple views},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1159--1166}
}

@article{zhou:icml07b,
   author = {Z. Zhou and J. Xu},
   title = {On the relation between multi-instance learning and semi-supervised learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1167--1174}
}

@article{zhu:icml07,
   author = {J. Zhu and Z. Nie and B. Zhang and J. Wen},
   title = {Dynamic hierarchical {Markov} random fields and their application to web data extraction},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1175--1182}
}

@article{zien:icml07a,
   author = {A. Zien and U. Brefeld and T. Scheffer},
   title = {Transductive support vector machines for structured variables},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1183--1190}
}

@article{zien:icml07b,
   author = {A. Zien and C. Ong},
   title = {Multiclass multiple kernel learning},
   booktitle = {Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)},
   location = {Corvallis, OR},
   editor = {Zoubin Ghahramani},
   publisher = {Omnipress},
   year = {2007},
   pages = {1191--1198}
}