Publication On the Power of Belief Propagation: A Constraint Propagation Perspective R. Dechter, B. Bidyuk, Robert Mateescu, E. Rollon Heuristics, Probability and Causality. A Tribute to Judea Pearl | Published by College Publications | 2010
Publication Hard Instances for Satisfiability and Quasi-one-way Functions Andrej Bogdanov, Kunal Talwar, Andrew Wan Innovations in Computer Science (ICS) | January 2010 Innovations in Computer Science (ICS)
Publication On the Difficulties of Disclosure Prevention in Statistical Databases or The Case for Differential Privacy Cynthia Dwork, Moni Naor Journal of Privacy and Confidentiality | January 2010, Vol 2: pp. 93-107 Project
Publication Boosted Mixture Learning of Gaussian Mixture HMMs for Speech Recognition Jun Du, Yu Hu, Hui Jiang Proc. of INTERSPEECH 2010 | January 2010 Proc. of INTERSPEECH 2010
Publication HMM-Based Pseudo-Clean Speech Synthesis for SPLICE Algorithm Jun Du, Yu Hu, Li-Rong Dai, Ren-Hua Wang Proc. of ICASSP 2010 | January 2010
Publication Image Super-Resolution via Sparse Representation Jianchao Yang, John Wright, Thomas Huang, Yi Ma IEEE Transactions on Image Processing | January 2010
Publication Robust Principal Component Analysis? Emmanuel J. Candes, Xiaodong Li, Yi Ma, John Wright Journal of the ACM | January 2010
Publication Stability and Incentive Compatibility in a Kernel-Based Combinatorial Auction Sébastien Lahaie National Conference on Artificial Intelligence (AAAI) | January 2010
Publication Compositional May-Must Program Analysis: Unleashing the Power of Alternation Patrice Godefroid, Aditya Nori, Sriram Rajamani, Sai Deep Tetali Principles of Programming Languages (POPL) | January 2010 Project Project
Publication Introduction to Dual Decomposition for Inference David Sontag, Amir Globerson, Tommi Jaakkola Optimization in Machine Learning | Published by MIT Press | 2010