Corrupted Sensing: Novel Guarantees for Separating Structured Signals

11 May 2013

Papers citing "Corrupted Sensing: Novel Guarantees for Separating Structured Signals"

17 / 17 papers shown

Title
Outlier Detection Using Generative Models with Theoretical Performance Guarantees Jirong Yi A. D. Le Tianming Wang Xiaodong Wu Weiyu Xu 27 3 0 16 Oct 2023
On Robust Recovery of Signals from Indirect Observations Yannis Bekri A. Juditsky A. Nemirovski 23 2 0 12 Sep 2023
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems Xiangming Meng Y. Kabashima DiffM 10 52 0 20 Nov 2022
Quantized Compressed Sensing with Score-based Generative Models Xiangming Meng Y. Kabashima DiffM 26 11 0 02 Nov 2022
Provable Training Set Debugging for Linear Regression Xiaomin Zhang Xiaojin Zhu Po-Ling Loh 24 0 0 16 Jun 2020
$Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator$ Outlier-robust estimation of a sparse linear model using $\ell_1$ -penalized Huber's $M$ -estimator A. Dalalyan Philip Thompson 23 67 0 12 Apr 2019
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks Mingchen Li Mahdi Soltanolkotabi Samet Oymak NoLa 39 351 0 27 Mar 2019
Basis Pursuit Denoise with Nonsmooth Constraints R. Baraldi Rajiv Kumar Aleksandr Aravkin 25 10 0 28 Nov 2018
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 45 102 0 07 Jun 2018
Linear Regression with Sparsely Permuted Data M. Slawski E. Ben-David 34 71 0 16 Oct 2017
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 23 66 0 16 Feb 2017
Universality laws for randomized dimension reduction, with applications Samet Oymak J. Tropp 52 109 0 30 Nov 2015
Precise Phase Transition of Total Variation Minimization Bingwen Zhang Weiyu Xu Jian-Feng Cai Lifeng Lai 15 9 0 15 Sep 2015
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib V. Cevher 19 6 0 26 Jun 2015
Tight convex relaxations for sparse matrix factorization E. Richard G. Obozinski Jean-Philippe Vert 56 43 0 19 Jul 2014
A new perspective on least squares under convex constraint S. Chatterjee 51 114 0 04 Feb 2014
$On Recovery of Sparse Signals via $\ell_1$ Minimization$ On Recovery of Sparse Signals via $\ell_1$ Minimization T. Cai Guangwu Xu Jun Zhang 69 155 0 01 May 2008