Suvrit Sra

Information-theoretic metric learning

Jason V. Davis, Brian Kulis, Prateek Jain et al. · 2007 · 2K citations

Engineering, Machine Learning, Unsupervised Machine Learning +16

Clustering on the Unit Hypersphere using von Mises-Fisher Distributions

Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh et al. · Journal of Machine Learning Research · 2005 · 803 citations

Document Clustering, Mixture Distribution, Engineering +14

Generalized Nonnegative Matrix Approximations with Bregman Divergences

Suvrit Sra, Inderjit S. Dhillon · Neural Information Processing Systems · 2005 · 397 citations

Mathematical Programming, Engineering, Machine Learning +17

Minimum Sum-Squared Residue Co-clustering of Gene Expression Data

Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan et al. · 2004 · 295 citations

Stochastic Variance Reduction for Nonconvex Optimization

Sashank J. Reddi, Ahmed Hefny, Suvrit Sra et al. · arXiv (Cornell University) · 2016 · 242 citations · Full text

Gradient Descent, Engineering, Machine Learning +10