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Browsing by Author Moitra, Ankur

Showing results 1 to 8 of 8
Publication DateArticle TitleAuthor(s)
2012Computing a nonnegative matrix factorization -- provablyArora, Sanjeev; Ge, Rong; Kannan, Ravindran; Moitra, Ankur
Jun-2013An information complexity approach to extended formulationsBraverman, Mark; Moitra, Ankur
2018Learning topic models -- provably and efficientlyArora, Sanjeev; Ge, Rong; Halpern, Yoni; Mimno, David; Moitra, Ankur; et al
2014Open Problem: Tensor Decompositions: Algorithms up to the Uniqueness Threshold?Bhaskara, Aditya; Charikar, Moses; Moitra, Ankur; Vijayaraghavan, Aravindan
2013A Practical Algorithm for Topic Modeling with Provable GuaranteesArora, Sanjeev; Ge, Rong; Halpern, Yonatan; Mimno, David; Moitra, Ankur; et al
2015Provable ICA with Unknown Gaussian Noise, and Implications for Gaussian Mixtures and AutoencodersArora, Sanjeev; Ge, Rong; Moitra, Ankur; Sachdeva, Sushant
2012Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and AutoencodersArora, Sanjeev; Ge, Rong; Moitra, Ankur; Sachdeva, Sushant
May-2014Smoothed analysis of tensor decompositionsBhaskara, Aditya; Charikar, Moses; Moitra, Ankur; Vijayaraghavan, Aravindan