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All publications by Venkat Chandrasekaran
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Recovery of Sparse Probability Measures via Convex Programming
Mert Pilanci, Laurent E. Ghaoui and Venkat Chandrasekaran
Advances in Neural Information Processing Systems 25, 2012


Exploiting sparse Markov {\it and} covariance structure in multiresolution models
Myung J. Choi, Venkat Chandrasekaran and Alan S. Willsky
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis
Venkat Chandrasekaran, Alan S. Willsky and Jason K. Johnson
Advances in Neural Information Processing Systems 20, 2007


Learning Markov Structure by Maximum Entropy Relaxation
Jason K. Johnson, Venkat Chandrasekaran and Alan S. Willsky
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007