171 citations · 624 across the 37 of their papers we have counts for
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math.ST2015
Convex Regularization for High-Dimensional Multi-Response Tensor Regression
Garvesh Raskutti, Ming Yuan, Han Chen
In this paper we present a general convex optimization approach for solving high-dimensional multiple response tensor regression problems under low-dimensional structural assumptio…
stat.ML2015
Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares -- ICML
Garvesh Raskutti, Michael Mahoney
We consider statistical and algorithmic aspects of solving large-scale least-squares (LS) problems using randomized sketching algorithms. Prior results show that, from an \emph{alg…