Publication DisturbLabel: Regularizing CNN on the Loss Layer Lingxi Xie, Jingdong Wang, Zhen Wei, Meng Wang, Qi Tian IEEE Conference on Computer Vision and Pattern Recognition (CVPR16) | January 2016
Publication An Axiomatic Approach to Community Detection Christian Borgs, Jennifer Chayes, Adrian Marple, Shang-Hua Teng Proceedings of the 2016 ACM Conference on Innovations in Theoretical Computer Science (ITCS ’16) | January 2016
Publication Towards Geo-Distributed Machine Learning. Ignacio Cano, Dhruv Mahajan, Giovanni Matteo Fumarola, Arvind Krishnamurthy, Markus Weimer, Carlo Curino IEEE Data(base) Engineering Bulletin | December 2015, Vol 40: pp. 41-59
Publication Video Quality Evaluation Methodology and Verification Testing of HEVC Compression Performance Thiow Keng Tan, Rajitha Weerakkody, Marta Mrak, Naeem Ramzan, Vittorio A. Baroncini, Jens-Rainer Ohm, Gary J. Sullivan IEEE Transactions on Circuits and Systems for Video Technology | December 2015, Vol 26(1): pp. 76-90
Publication Competitive Flow-Time Algorithms For Polyhedral Scheduling Sungjin Im, Janardhan (Jana) Kulkarni, Kamesh Munagala Foundations of Computer Science (FOCS), 2015 IEEE 56th Annual Symposium on | December 2015
Publication Maximizing Determinants under Partition Constraints Aleksandar Nikolov, Mohit Singh Proceedings of The 48th ACM Symposium on Theory of Computing (STOC) 2016. | December 2015
Publication Robust Regression via Hard Thresholding Kush Bhatia, Prateek Jain, Purushottam Kar Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015 Project
Publication Predtron: A Family of Online Algorithms for General Prediction Problems Prateek Jain, Nagarajan Natarajan, Ambuj Tewari Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015
Publication Alternating Minimization for Regression Problems with Vector-valued Outputs Prateek Jain, Ambuj Tewari Proceedings of the 28th Annual Conference on Advances in Neural Information Processing Systems (NIPS) | December 2015 Project
Publication Inference Algorithms for Probabilistic Graphical Models Video Lecture Tom Minka December 2015 Published by Isaac Newton Institute, December 2015