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Algorithms

Developing efficient algorithms that power faster, smarter, and more reliable computing across diverse applications.

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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

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

Video

The Asymmetric Traveling Salesman Problem

December 8, 2009 | Shayan Gharan Oveis

We consider the asymmetric traveling salesman problem for costs satisfying the triangle inequality. We derive a randomized algorithm which delivers a solution within a factor O(log n/ log log n) of the optimum with high…

Publication

Local Rules for Global MAP: When Do They Work? (Technical Report)

Kyomin Jung, Pushmeet Kohli, Devavrat Shah

NIPS’09 Proceedings of the 22nd International Conference on Neural Information Processing Systems | December 2009

ISBN: 978-1-61567-911-9

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