Newton Polytopes and Relative Entropy Optimization
Murray, Riley, Chandrasekaran, Venkat, Wierman, Adam
Published in Foundations of computational mathematics (01.12.2021)
Published in Foundations of computational mathematics (01.12.2021)
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Journal Article
Computational and statistical tradeoffs via convex relaxation
Chandrasekaran, Venkat, Jordan, Michael I
Published in Proceedings of the National Academy of Sciences - PNAS (26.03.2013)
Published in Proceedings of the National Academy of Sciences - PNAS (26.03.2013)
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Journal Article
Rank-Sparsity Incoherence for Matrix Decomposition
Chandrasekaran, Venkat, Sanghavi, Sujay, Parrilo, Pablo A., Willsky, Alan S.
Published in SIAM journal on optimization (01.04.2011)
Published in SIAM journal on optimization (01.04.2011)
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Journal Article
The Convex Geometry of Linear Inverse Problems
Chandrasekaran, Venkat, Recht, Benjamin, Parrilo, Pablo A., Willsky, Alan S.
Published in Foundations of computational mathematics (01.12.2012)
Published in Foundations of computational mathematics (01.12.2012)
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Journal Article
Signomial and polynomial optimization via relative entropy and partial dualization
Murray, Riley, Chandrasekaran, Venkat, Wierman, Adam
Published in Mathematical programming computation (01.06.2021)
Published in Mathematical programming computation (01.06.2021)
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Journal Article
Regularization for Design
Matni, Nikolai, Chandrasekaran, Venkat
Published in IEEE transactions on automatic control (01.12.2016)
Published in IEEE transactions on automatic control (01.12.2016)
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Journal Article
Model selection over partially ordered sets
Taeb, Armeen, Bühlmann, Peter, Chandrasekaran, Venkat
Published in Proceedings of the National Academy of Sciences - PNAS (20.02.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (20.02.2024)
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Journal Article
High-dimensional change-point estimation: Combining filtering with convex optimization
Soh, Yong Sheng, Chandrasekaran, Venkat
Published in Applied and computational harmonic analysis (01.07.2017)
Published in Applied and computational harmonic analysis (01.07.2017)
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Journal Article
False discovery and its control in low rank estimation
Taeb, Armeen, Shah, Parikshit, Chandrasekaran, Venkat
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2020)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.09.2020)
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Journal Article
Counting Independent Sets Using the Bethe Approximation
Chandrasekaran, Venkat, Chertkov, Misha, Gamarnik, David, Shah, Devavrat, Shin, Jinwoo
Published in SIAM journal on discrete mathematics (01.01.2011)
Published in SIAM journal on discrete mathematics (01.01.2011)
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Journal Article
Computational and statistical tradeoffs via convex relaxation
Chandrasekaran, Venkat, Jordan, Michael I.
Published in Proceedings of the National Academy of Sciences - PNAS (26.03.2013)
Get full text
Published in Proceedings of the National Academy of Sciences - PNAS (26.03.2013)
Journal Article