Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms

15 June 2013

Papers citing "Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms"

13 / 13 papers shown

Title
Robust W-GAN-Based Estimation Under Wasserstein Contamination Zheng Liu Po-Ling Loh 15 6 0 20 Jan 2021
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? Zhiyuan Li Yi Zhang Sanjeev Arora BDL MLT 16 39 0 16 Oct 2020
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory Paria Rashidinejad Jiantao Jiao Stuart J. Russell 26 11 0 12 Oct 2020
Bayesian Model Selection with Graph Structured Sparsity Youngseok Kim Chao Gao 19 7 0 08 Feb 2019
Optimal Estimation and Completion of Matrices with Biclustering Structures Chao Gao Yu Lu Zongming Ma Harrison H. Zhou 29 63 0 01 Dec 2015
Optimal Estimation of Low Rank Density Matrices V. Koltchinskii Dong Xia 29 41 0 17 Jul 2015
A General Framework for Bayes Structured Linear Models Chao Gao A. van der Vaart Harrison H. Zhou 50 57 0 06 Jun 2015
Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model Mengjie Chen Chao Gao Zhao Ren 25 164 0 01 Jun 2015
Geometric Inference for General High-Dimensional Linear Inverse Problems T. Tony Cai Tengyuan Liang Alexander Rakhlin 54 27 0 17 Apr 2014
Adaptive Estimation in Two-way Sparse Reduced-rank Regression Zhuang Ma Zongming Ma Tingni Sun 54 34 0 08 Mar 2014
Distance-based and continuum Fano inequalities with applications to statistical estimation John C. Duchi Martin J. Wainwright 43 66 0 12 Nov 2013
Computational barriers in minimax submatrix detection Zongming Ma Yihong Wu 50 149 0 23 Sep 2013
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 133 380 0 11 Jul 2010