Low rank Multivariate regression

27 September 2010

Papers citing "Low rank Multivariate regression"

9 / 9 papers shown

Title
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens Vittorio Erba Emanuele Troiani Luca Biggio Antoine Maillard Lenka Zdeborová 122 1 0 24 Oct 2024
A pseudo-RIP for multivariate regression Christophe Giraud 63 2 0 28 Jun 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 154 663 0 29 Nov 2010
Estimator selection in the Gaussian setting Y. Baraud Christophe Giraud S. Huet 98 32 0 13 Jul 2010
Optimal selection of reduced rank estimators of high-dimensional matrices F. Bunea Yiyuan She M. Wegkamp 169 240 0 18 Apr 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 208 382 0 29 Dec 2009
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 175 569 0 27 Dec 2009
Convex Optimization Methods for Dimension Reduction and Coefficient Estimation in Multivariate Linear Regression Zhaosong Lu R. Monteiro M. Yuan 121 62 0 04 Apr 2009
Consistency of trace norm minimization Francis R. Bach 202 220 0 15 Oct 2007