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Chandrasekaran, Venkat
- Soh, Yong Sheng and Chandrasekaran, Venkat (2015) High-dimensional change-point estimation: Combining filtering with convex optimization; ISBN 978-1-4673-7704-1; 2015 IEEE International Symposium on Information Theory; 151-155; 10.1109/ISIT.2015.7282435
- Chandrasekaran, Venkat and Shah, Parikshit (2014) Conic Geometric Programming; ISBN 978-1-4799-3001-2; 48th Annual Conference on Information Sciences and Systems; 1-4; 10.1109/CISS.2014.6814151
- Pilanci, Mert and El Ghaoui, Laurent, el al. (2012) Recovery of Sparse Probability Measures via Convex Programming
- Chandrasekaran, Venkat and Wakin, Michael B., el al. (2012) Surflets: a sparse representation for multidimensional functions containing smooth discontinuities; ISBN 0-7803-8280-3; 2004 IEEE International Symposium on Information Theory; 565-565; 10.1109/ISIT.2004.1365602
- Chandrasekaran, Venkat and Johnson, Jason K., el al. (2012) Maximum Entropy Relaxation for Graphical Model Selection given Inconsistent Statistics; ISBN 978-1-4244-1197-9; IEEE/SP 14th Workshop on Statistical Signal Processing; 625-629; 10.1109/SSP.2007.4301334
- Chandrasekaran, Venkat and Johnson, Jason K., el al. (2012) Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis
- Liu, Ying and Chandrasekaran, Venkat, el al. (2010) Feedback Message Passing for Inference in Gaussian Graphical Models; ISBN 978-1-4244-6960-4; 2010 IEEE International Symposium on Information Theory Proceedings (ISIT); 1683-1687; 10.1109/ISIT.2010.5513321
- Chandrasekaran, Venkat and Sanghavi, Sujay, el al. (2009) Sparse and low-rank matrix decompositions; ISBN 978-1-4244-5870-7; Forty-Seventh annual Allerton Conference on Communication, Control, and Computing; 962-967; 10.1109/ALLERTON.2009.5394889
- Choi, Myung Jin and Chandrasekaran, Venkat, el al. (2009) Exploiting Sparse Markov and Covariance Structure in Multiresolution Models; ISBN 978-1-60558-516-1; Proceedings of the 26th Annual International Conference on Machine Learning; 177-184; 10.1145/1553374.1553397
- Chandrasekaran, Venkat and Srebro, Nathan, el al. (2008) Complexity of Inference in Graphical Models; ISBN 0974903949; 24th Conference on Uncertainty in Artificial Intelligence and Statistics; 70-78; 10.48550/arXiv.1206.3240
