Gupta, Maya R.

13 publications

AAAI 2020 Pairwise Fairness for Ranking and Regression Harikrishna Narasimhan, Andrew Cotter, Maya R. Gupta, Serena Lutong Wang

COLT 2016 A Light Touch for Heavily Constrained SGD Andrew Cotter, Maya R. Gupta, Jan Pfeifer

JMLR 2014 Revisiting Stein's Paradox: Multi-Task Averaging Sergey Feldman, Maya R. Gupta, Bela A. Frigyik

JMLR 2014 Training Highly Multiclass Classifiers Maya R. Gupta, Samy Bengio, Jason Weston

JMLR 2013 Classifying with Confidence from Incomplete Information Nathan Parrish, Hyrum S. Anderson, Maya R. Gupta, Dun Yu Hsiao

JMLR 2013 Similarity-Based Clustering by Left-Stochastic Matrix Factorization Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel

ICML 2012 Dimensionality Reduction by Local Discriminative Gaussians Nathan Parrish, Maya R. Gupta

ICML 2011 Clustering by Left-Stochastic Matrix Factorization Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel

ICML 2009 Learning Kernels from Indefinite Similarities Yihua Chen, Maya R. Gupta, Benjamin Recht

JMLR 2009 Similarity-Based Classification: Concepts and Algorithms Yihua Chen, Eric K. Garcia, Maya R. Gupta, Ali Rahimi, Luca Cazzanti

ICML 2008 Cost-Sensitive Multi-Class Classification from Probability Estimates Deirdre B. O'Brien, Maya R. Gupta, Robert M. Gray

JMLR 2007 Bayesian Quadratic Discriminant Analysis Santosh Srivastava, Maya R. Gupta, Béla A. Frigyik

ICML 2007 Local Similarity Discriminant Analysis Luca Cazzanti, Maya R. Gupta