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All publications by Maya Gupta
authors venues years



Multi-Task Averaging
Sergey Feldman, Maya Gupta and Bela Frigyik
Advances in Neural Information Processing Systems 25, 2012


Dimensionality Reduction by Local Discriminative Gaussians
Nathan Parrish and Maya Gupta
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Clustering by Left-Stochastic Matrix Factorization
Raman Arora, Maya Gupta, Amol Kapila and Maryam Fazel
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Shadow Dirichlet for Restricted Probability Modeling
Bela Frigyik, Maya Gupta and Yihua Chen
Advances in Neural Information Processing Systems 23, 2010


Learning kernels from indefinite similarities
Yihua Chen, Benjamin Recht and Maya Gupta
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Lattice Regression
Eric Garcia and Maya Gupta
Advances in Neural Information Processing Systems 22, 2009


Cost-sensitive multi-class classification from probability estimates
Deirdre B. O'brien, Robert M. Gray and Maya Gupta
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008