Search Machine Learning Repository:
All publications by Roy Frostig
authors venues years



Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization
Roy Frostig, Rong Ge, Sham Kakade and Aaron Sidford
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Simple MAP Inference via Low-Rank Relaxations
Roy Frostig, Sida Wang, Percy S. Liang and Christopher D. Manning
Advances in Neural Information Processing Systems 27, 2014