Sharp oracle inequalities for the prediction of a high-dimensional matrix

28 August 2010

Papers citing "Sharp oracle inequalities for the prediction of a high-dimensional matrix"

12 / 12 papers shown

Title
Outlier-robust sparse/low-rank least-squares regression and robust matrix completion Philip Thompson 17 9 0 12 Dec 2020
Low-rank matrix completion and denoising under Poisson noise Andrew D. McRae Mark A. Davenport 14 19 0 11 Jul 2019
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion Dylan J. Foster Andrej Risteski 9 4 0 30 May 2019
Exponential weights in multivariate regression and a low-rankness favoring prior A. Dalalyan 21 16 0 25 Jun 2018
Robust Matrix Elastic Net based Canonical Correlation Analysis: An Effective Algorithm for Multi-View Unsupervised Learning Pengbo Zhang Zhixin Yang CML 8 1 0 14 Nov 2017
On the Exponentially Weighted Aggregate with the Laplace Prior A. Dalalyan Edwin Grappin Q. Paris 19 19 0 25 Nov 2016
Regularization and the small-ball method II: complexity dependent error rates Guillaume Lecué S. Mendelson 19 38 0 27 Aug 2016
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 47 349 0 17 Sep 2012
Link Prediction in Graphs with Autoregressive Features E. Richard Stéphane Gaïffas Nicolas Vayatis 63 37 0 14 Sep 2012
Noisy low-rank matrix completion with general sampling distribution Olga Klopp 41 204 0 01 Mar 2012
High dimensional matrix estimation with unknown variance of the noise Olga Klopp Stéphane Gaïffas 56 20 0 13 Dec 2011
Rank penalized estimators for high-dimensional matrices Olga Klopp 38 50 0 07 Apr 2011