A Game-Theoretic Approach for Power Allocation in Bidirectional Cooperative Communication. - Majid Janzamin; Mohammad Reza Pakravan; Hanie Sedghi (WCNC, 2010)

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

Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates. - Animashree Anandkumar; Rong Ge 001; Majid Janzamin (CoRR, 2014)

Provable Learning of Overcomplete Latent Variable Models: Semi-supervised and Unsupervised Settings. - Animashree Anandkumar; Rong Ge 001; Majid Janzamin (CoRR, 2014)

Analyzing Tensor Power Method Dynamics: Applications to Learning Overcomplete Latent Variable Models. - Anima Anandkumar; Rong Ge 001; Majid Janzamin (CoRR, 2014)

Score Function Features for Discriminative Learning: Matrix and Tensor Framework. - Majid Janzamin; Hanie Sedghi; Anima Anandkumar (CoRR, 2014)

High-dimensional covariance decomposition into sparse Markov and independence models. - Majid Janzamin; Animashree Anandkumar (J. Mach. Learn. Res., 2014)

Learning Overcomplete Latent Variable Models through Tensor Methods. - Animashree Anandkumar; Rong Ge 001; Majid Janzamin (COLT, 2015)

FEAST at Play: Feature ExtrAction using Score function Tensors. - Majid Janzamin; Hanie Sedghi; U. N. Niranjan; Animashree Anandkumar (FE@NIPS, 2015)

Score Function Features for Discriminative Learning. - Majid Janzamin; Hanie Sedghi; Anima Anandkumar (ICLR (Workshop), 2015)

Generalization Bounds for Neural Networks through Tensor Factorization. - Majid Janzamin; Hanie Sedghi; Anima Anandkumar (CoRR, 2015)

When are overcomplete topic models identifiable? uniqueness of tensor tucker decompositions with structured sparsity. - Animashree Anandkumar; Daniel J. Hsu; Majid Janzamin; Sham M. Kakade (J. Mach. Learn. Res., 2015)

Provable Tensor Methods for Learning Mixtures of Generalized Linear Models. - Hanie Sedghi; Majid Janzamin; Anima Anandkumar (AISTATS, 2016)

Non-convex Optimization in Machine Learning: Provable Guarantees Using Tensor Methods. - Majid Janzamin (2016)

Analyzing Tensor Power Method Dynamics in Overcomplete Regime. - Animashree Anandkumar; Rong Ge 001; Majid Janzamin (J. Mach. Learn. Res., 2017)

Spectral Learning on Matrices and Tensors. - Majid Janzamin; Rong Ge 001; Jean Kossaifi; Anima Anandkumar (Found. Trends Mach. Learn., 2019)