27 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 27 cited
Spectral Learning on Matrices and Tensors
Majid Janzamin, Rong Ge, Jean Kossaifi +1
Spectral methods have been the mainstay in several domains such as machine learning and scientific computing. They involve finding a certain kind of spectral decomposition to obtai…
cs.LG2012★ 2 cited
High-Dimensional Covariance Decomposition into Sparse Markov and Independence Domains
Majid Janzamin, Animashree Anandkumar
In this paper, we present a novel framework incorporating a combination of sparse models in different domains. We posit the observed data as generated from a linear combination of…