NIPS: Spotlight Session 2 – Large Scale Learning Spotlights

  • Austin R. Benson, George H. Chen, Guangcan Liu, Shiau Hong Lim, Wei Liu, and Weizhu Chen

G. Bresler, G. Chen, D. Shah
A Latent Source Model for Online Collaborative Filtering

S. Lim, Y. Chen, H. Xu
Clustering from Labels and Time-Varying Graphs

W. Liu, C. Mu, S. Kumar, S. Chang
Discrete Graph Hashing

W. Chen, Z. Wang, J. Zhou
Large-scale L-BFGS using MapReduce

G. Liu, P. Li
Recovery of Coherent Data via Low-Rank Dictionary Pursuit

A. Benson, J. Lee, B. Rajwa, D. Gleich
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices