Composite optimization for robust blind deconvolution

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Composite optimization for robust blind deconvolution

6 January 2019

Vasileios Charisopoulos

Dmitriy Drusvyatskiy

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Papers citing "Composite optimization for robust blind deconvolution"

13 / 13 papers shown

Title
Robust Low-rank Tensor Train Recovery Zhen Qin Zhihui Zhu 72 1 0 19 Oct 2024
A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase Retrieval Zhong Zheng Shiqian Ma Lingzhou Xue 21 6 0 25 Apr 2023
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution under Random Designs Yuxin Chen Jianqing Fan B. Wang Yuling Yan 90 16 0 04 Aug 2020
A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis Zhongruo Wang Bingyuan Liu Shixiang Chen Shiqian Ma Lingzhou Xue Hongyu Zhao 47 22 0 18 Jul 2020
From Symmetry to Geometry: Tractable Nonconvex Problems Yuqian Zhang Qing Qu John N. Wright 87 45 0 14 Jul 2020
Understanding Notions of Stationarity in Non-Smooth Optimization Jiajin Li Anthony Man-Cho So Wing-Kin Ma 52 47 0 26 Jun 2020
Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data Yuxin Chen Jianqing Fan Cong Ma Yuling Yan 89 52 0 15 Jan 2020
Manifold Gradient Descent Solves Multi-Channel Sparse Blind Deconvolution Provably and Efficiently Laixi Shi Yuejie Chi 86 26 0 25 Nov 2019
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods Xiao Li Shixiang Chen Zengde Deng Qing Qu Zhihui Zhu Anthony Man-Cho So 78 15 0 12 Nov 2019
Stochastic algorithms with geometric step decay converge linearly on sharp functions Damek Davis Dmitriy Drusvyatskiy Vasileios Charisopoulos 73 28 0 22 Jul 2019
Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence Vasileios Charisopoulos Yudong Chen Damek Davis Mateo Díaz Lijun Ding Dmitriy Drusvyatskiy 88 85 0 22 Apr 2019
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 75 427 0 25 Sep 2018