Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian
Trust-region Method

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Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method

15 November 2015

Qing Qu

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Papers citing "Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method"

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Title
Averaging Stochastic Gradient Descent on Riemannian Manifolds Nilesh Tripuraneni Nicolas Flammarion Francis R. Bach Michael I. Jordan 73 100 0 26 Feb 2018
Analysis of Fast Alternating Minimization for Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 26 0 0 01 Feb 2018
Convolutional Phase Retrieval via Gradient Descent Qing Qu Yuqian Zhang Yonina C. Eldar John N. Wright 101 30 0 03 Dec 2017
Blind Gain and Phase Calibration via Sparse Spectral Methods Yanjun Li Kiryung Lee Y. Bresler 67 27 0 30 Nov 2017
Riemannian Optimization via Frank-Wolfe Methods Melanie Weber S. Sra 69 33 0 30 Oct 2017
First-order Methods Almost Always Avoid Saddle Points Jason D. Lee Ioannis Panageas Georgios Piliouras Max Simchowitz Michael I. Jordan Benjamin Recht ODL 145 83 0 20 Oct 2017
Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis Junyu Zhang Shiqian Ma Shuzhong Zhang 110 36 0 05 Oct 2017
Matrix Completion and Related Problems via Strong Duality Maria-Florina Balcan Yingyu Liang David P. Woodruff Hongyang R. Zhang 77 8 0 27 Apr 2017
Geometry of Factored Nuclear Norm Regularization Qiuwei Li Zhihui Zhu Gongguo Tang 44 24 0 05 Apr 2017
Learning Semidefinite Regularizers Yong Sheng Soh V. Chandrasekaran 73 6 0 05 Jan 2017
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Hongyi Zhang Sashank J. Reddi S. Sra 117 241 0 23 May 2016
Gradient Descent Only Converges to Minimizers: Non-Isolated Critical Points and Invariant Regions Ioannis Panageas Georgios Piliouras 60 142 0 02 May 2016
First-order Methods for Geodesically Convex Optimization Hongyi Zhang S. Sra 88 293 0 19 Feb 2016
Gradient Descent Converges to Minimizers Jason D. Lee Max Simchowitz Michael I. Jordan Benjamin Recht 91 212 0 16 Feb 2016
A note on the sample complexity of the Er-SpUD algorithm by Spielman, Wang and Wright for exact recovery of sparsely used dictionaries Radosław Adamczak 73 50 0 08 Jan 2016
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture Ju Sun Qing Qu John N. Wright 132 159 0 11 Nov 2015
Dual Principal Component Pursuit M. Tsakiris René Vidal 136 98 0 15 Oct 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 77 202 0 26 Apr 2015
A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries Alekh Agarwal Anima Anandkumar Praneeth Netrapalli 158 50 0 08 Sep 2013