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All publications by Anima Anandkumar
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Fast and Guaranteed Tensor Decomposition via Sketching
Yining Wang, Hsiao-yu Tung, Alex J. Smola and Anima Anandkumar
Advances in Neural Information Processing Systems 28, 2015


Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition
Hanie Sedghi, Anima Anandkumar and Edmond Jonckheere
Advances in Neural Information Processing Systems 27, 2014


When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
Anima Anandkumar, Daniel Hsu, Majid Janzamin and Sham M. Kakade
Advances in Neural Information Processing Systems 26, 2013


Learning Mixtures of Tree Graphical Models
Anima Anandkumar, Furong Huang, Daniel J. Hsu and Sham M. Kakade
Advances in Neural Information Processing Systems 25, 2012


Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
Anima Anandkumar and Ragupathyraj Valluvan
Advances in Neural Information Processing Systems 25, 2012


A Spectral Algorithm for Latent Dirichlet Allocation
Anima Anandkumar, Yi-kai Liu, Daniel J. Hsu, Dean P. Foster and Sham M. Kakade
Advances in Neural Information Processing Systems 25, 2012