High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing

28 October 2013

Papers citing "High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing"

15 / 15 papers shown

Title
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning Pierre C. Bellec Yi Shen 74 13 0 03 Jan 2025
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm Xiaosi Gu Tomoyuki Obuchi 100 0 0 29 Nov 2024
Understanding Optimal Feature Transfer via a Fine-Grained Bias-Variance Analysis Yufan Li Subhabrata Sen Ben Adlam MLT 122 1 0 18 Apr 2024
Precise Error Analysis of Regularized M-estimators in High-dimensions Christos Thrampoulidis Ehsan Abbasi B. Hassibi 145 219 0 23 Jan 2016
Statistical Mechanics of High-Dimensional Inference Madhu S. Advani Surya Ganguli 69 53 0 18 Jan 2016
Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques Eric W. Tramel Santhosh Kumar A. Giurgiu Andrea Montanari 47 11 0 19 Sep 2014
Asymptotic behavior of unregularized and ridge-regularized high-dimensional robust regression estimators : rigorous results N. Karoui 67 109 0 11 Nov 2013
$Finding Hidden Cliques of Size \sqrt{N/e} in Nearly Linear Time$ Finding Hidden Cliques of Size \sqrt{N/e} in Nearly Linear Time Y. Deshpande Andrea Montanari 75 65 0 26 Apr 2013
Phase Diagram and Approximate Message Passing for Blind Calibration and Dictionary Learning Florent Krzakala M. Mézard Lenka Zdeborová 99 38 0 24 Jan 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 64 261 0 21 Nov 2012
$Compressed Sensing over $\ell_p$-balls: Minimax Mean Square Error$ Compressed Sensing over $\ell_p$ -balls: Minimax Mean Square Error D. Donoho Iain M. Johnstone A. Maleki Andrea Montanari 210 30 0 10 Mar 2011
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 152 317 0 16 Aug 2010
The Noise-Sensitivity Phase Transition in Compressed Sensing D. Donoho A. Maleki Andrea Montanari 85 382 0 08 Apr 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 102 2,352 0 21 Jul 2009
Observed Universality of Phase Transitions in High-Dimensional Geometry, with Implications for Modern Data Analysis and Signal Processing D. Donoho Jared Tanner 82 462 0 14 Jun 2009