Recovering Simultaneously Structured Data via Non-Convex Iteratively
Reweighted Least Squares

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Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares

8 June 2023

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Papers citing "Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares"

17 / 17 papers shown

Title
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization Stamatios Lefkimmiatis Iaroslav Koshelev 48 8 0 20 Apr 2023
HARA: A Hierarchical Approach for Robust Rotation Averaging S. H. Lee Javier Civera 54 30 0 16 Nov 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 314 720 0 31 Jan 2021
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems B. Mukhoty G. Gopakumar Prateek Jain Purushottam Kar 58 30 0 25 Jun 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 216 1,706 0 08 Jun 2020
Manifold Gradient Descent Solves Multi-Channel Sparse Blind Deconvolution Provably and Efficiently Laixi Shi Yuejie Chi 73 26 0 25 Nov 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 84 244 0 04 Apr 2019
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 235 3,473 0 09 Mar 2018
Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach Ming Yu Varun Gupta Mladen Kolar 67 21 0 20 Feb 2018
Coordinating Filters for Faster Deep Neural Networks W. Wen Cong Xu Chunpeng Wu Yandan Wang Yiran Chen Hai Helen Li 43 138 0 28 Mar 2017
Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization Mahdi Soltanolkotabi 66 102 0 20 Feb 2017
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow T. Tony Cai Xiaodong Li Zongming Ma 110 233 0 10 Jun 2015
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 172 308 0 22 Jul 2013
Robust Spectral Compressed Sensing via Structured Matrix Completion Yuxin Chen Yuejie Chi 98 269 0 30 Apr 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 224 1,066 0 03 Dec 2012
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 208 1,341 0 03 Dec 2010
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 416 3,768 0 28 Jun 2007