Publication Non-convex Robust PCA Praneeth Netrapalli, U N Niranjan, Sujay Sanghavi, Anima Anandkumar, Prateek Jain Advances in Neural Information Processing Systems | December 2014 Project
Publication Using Elimination Theory to Construct Rigid Matrices Abhinav Kumar, Satya Lokam, Vijay M. Patankar, M. N. Jayalal Sharma Computational Complexity | December 2014, Vol 23(4): pp. 531-563
Publication Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014
Publication Online and Stochastic Gradient Methods for Non-decomposable Loss Functions Purushottam Kar, Harikrishna Narasimhan, Prateek Jain Proceedings of the 28th Annual Conference on Neural Information Processing Systems (NIPS) | December 2014
Publication On Iterative Hard Thresholding Methods for High-dimensional M-Estimation Prateek Jain, Ambuj Tewari, Purushottam Kar Proceedings of the 28th Annual Conference on Neural Information Processing Systems (NIPS) | December 2014
Publication Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss Yuchen Zhang, Lin Xiao MSR-TR-2014-155 | December 2014
Publication A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao, Tong Zhang SIAM Journal on Optimization | December 2014, Vol 24(4): pp. 2057-2075
Publication Verification testing of HEVC compression performance for UHD video Rajitha Weerakkody, Marta Mrak, Vittorio A. Baroncini, Jens-Rainer Ohm, Thiow Keng Tan, Gary J. Sullivan 2014 IEEE Global Conference on Signal and Information Processing | November 2014
Publication Testing For High-Dimensional Geometry In Random Graphs Sébastien Bubeck, Jian Ding, Ronen Eldan, Miklós Z. Rácz November 2014
Research
Research