Complete Dictionary Recovery over the Sphere

Complete Dictionary Recovery over the Sphere

26 April 2015

Qing Qu

Papers citing "Complete Dictionary Recovery over the Sphere"

16 / 16 papers shown

Title
Escaping From Saddle Points Using Asynchronous Coordinate Gradient Descent Marco Bornstein Jin-Peng Liu Jingling Li Furong Huang 8 0 0 17 Nov 2022
Simple Alternating Minimization Provably Solves Complete Dictionary Learning Geyu Liang G. Zhang S. Fattahi Richard Y. Zhang 10 5 0 23 Oct 2022
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification G. Zhang S. Fattahi Richard Y. Zhang 34 23 0 07 Jun 2022
The loss landscape of deep linear neural networks: a second-order analysis E. M. Achour Franccois Malgouyres Sébastien Gerchinovitz ODL 9 9 0 28 Jul 2021
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 12 4 0 14 Jun 2021
Efficient Sparse Coding using Hierarchical Riemannian Pursuit Ye Xue Vincent K. N. Lau Songfu Cai 15 3 0 21 Apr 2021
Likelihood landscape and maximum likelihood estimation for the discrete orbit recovery model Z. Fan Yi Sun Tianhao Wang Yihong Wu 14 17 0 31 Mar 2020
$Depth Descent Synchronization in $\mathrm{SO}(D)$$ Depth Descent Synchronization in $\mathrm{SO}(D)$ Tyler Maunu Gilad Lerman MDE 24 2 0 13 Feb 2020
Analysis of the Optimization Landscapes for Overcomplete Representation Learning Qing Qu Yuexiang Zhai Xiao Li Yuqian Zhang Zhihui Zhu 18 9 0 05 Dec 2019
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution Yuqian Zhang Yenson Lau Han-Wen Kuo S. Cheung A. Pasupathy John N. Wright 19 49 0 07 Jan 2019
The Global Optimization Geometry of Shallow Linear Neural Networks Zhihui Zhu Daniel Soudry Yonina C. Eldar M. Wakin ODL 6 36 0 13 May 2018
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 14 62 0 13 Jun 2017
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis Rong Ge Chi Jin Yi Zheng 16 433 0 03 Apr 2017
Convergence Results for Neural Networks via Electrodynamics Rina Panigrahy Sushant Sachdeva Qiuyi Zhang MLT MDE 16 22 0 01 Feb 2017
Dictionary Learning from Incomplete Data Valeriya Naumova Karin Schnass 8 10 0 13 Jan 2017
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 14 111 0 15 Dec 2014