NIPS Proceedings^β

Prateek Jain

20 Papers

Alternating Minimization for Regression Problems with Vector-valued Outputs (2015)

Predtron: A Family of Online Algorithms for General Prediction Problems (2015)

Robust Regression via Hard Thresholding (2015)

Sparse Local Embeddings for Extreme Multi-label Classification (2015)

Non-convex Robust PCA (2014)

On Iterative Hard Thresholding Methods for High-dimensional M-Estimation (2014)

Online and Stochastic Gradient Methods for Non-decomposable Loss Functions (2014)

Provable Submodular Minimization using Wolfe's Algorithm (2014)

Provable Tensor Factorization with Missing Data (2014)

Memory Limited, Streaming PCA (2013)

Phase Retrieval using Alternating Minimization (2013)

Multilabel Classification using Bayesian Compressed Sensing (2012)

Supervised Learning with Similarity Functions (2012)

Orthogonal Matching Pursuit with Replacement (2011)

Similarity-based Learning via Data Driven Embeddings (2011)

Guaranteed Rank Minimization via Singular Value Projection (2010)

Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning (2010)

Inductive Regularized Learning of Kernel Functions (2010)

Matrix Completion from Power-Law Distributed Samples (2009)

Online Metric Learning and Fast Similarity Search (2008)