Janzamin, Majid

9 publications

FnTML 2019 Spectral Learning on Matrices and Tensors Majid Janzamin, Rong Ge, Jean Kossaifi, Anima Anandkumar

JMLR 2017 Analyzing Tensor Power Method Dynamics in Overcomplete Regime Animashree Anandkumar, Rong Ge, Majid Janzamin

AISTATS 2016 Provable Tensor Methods for Learning Mixtures of Generalized Linear Models Hanie Sedghi, Majid Janzamin, Anima Anandkumar

COLT 2015 Learning Overcomplete Latent Variable Models Through Tensor Methods Animashree Anandkumar, Rong Ge, Majid Janzamin

ICLR 2015 Score Function Features for Discriminative Learning Majid Janzamin, Hanie Sedghi, Anima Anandkumar

JMLR 2015 When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity Animashree Anandkumar, Daniel Hsu, Majid Janzamin, Sham Kakade

JMLR 2014 High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models Majid Janzamin, Animashree Anandkumar

NeurIPS 2013 When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity Anima Anandkumar, Daniel J. Hsu, Majid Janzamin, Sham M. Kakade

ICML 2012 High-Dimensional Covariance Decomposition into Sparse Markov and Independence Domains Majid Janzamin, Animashree Anandkumar