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All publications by Animashree Anandkumar
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Nonparametric Estimation of Multi-View Latent Variable Models
Le Song, Animashree Anandkumar, Bo Dai and Bo Xie
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Non-convex Robust PCA
Praneeth Netrapalli, Niranjan U. N, Sujay Sanghavi, Animashree Anandkumar and Prateek Jain
Advances in Neural Information Processing Systems 27, 2014


Learning Linear Bayesian Networks with Latent Variables
Animashree Anandkumar, Adel Javanmard, Daniel J. Hsu and Sham M. Kakade
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


High-Dimensional Covariance Decomposition into Sparse Markov and Independence Domains
Majid Janzamin and Animashree Anandkumar
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Spectral Methods for Learning Multivariate Latent Tree Structure
Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu, Sham M. Kakade, Le Song and Tong Zhang
Advances in Neural Information Processing Systems 24, 2011


High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
Animashree Anandkumar, Vincent Tan and Alan S. Willsky
Advances in Neural Information Processing Systems 24, 2011