A Manifold Proximal Linear Method for Sparse Spectral Clustering with
Application to Single-Cell RNA Sequencing Data Analysis

A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis

18 July 2020

Papers citing "A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis"

14 / 14 papers shown

Title
Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning Shixiang Chen Zengde Deng Shiqian Ma Anthony Man-Cho So 60 28 0 05 May 2020
Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold Bokun Wang Shiqian Ma Lingzhou Xue 41 19 0 03 May 2020
Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence Vasileios Charisopoulos Yudong Chen Damek Davis Mateo Díaz Lijun Ding Dmitriy Drusvyatskiy 56 85 0 22 Apr 2019
An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA Shixiang Chen Shiqian Ma Lingzhou Xue H. Zou 43 13 0 27 Mar 2019
Composite optimization for robust blind deconvolution Vasileios Charisopoulos Damek Davis Mateo Díaz Dmitriy Drusvyatskiy 28 24 0 06 Jan 2019
Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold Shixiang Chen Shiqian Ma Anthony Man-Cho So Tong Zhang 85 15 0 02 Nov 2018
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 68 18 0 08 Dec 2017
Solving (most) of a set of quadratic equalities: Composite optimization for robust phase retrieval John C. Duchi Feng Ruan 47 166 0 05 May 2017
Stochastic Methods for Composite and Weakly Convex Optimization Problems John C. Duchi Feng Ruan 32 127 0 24 Mar 2017
SIMLR: A Tool for Large-Scale Genomic Analyses by Multi-Kernel Learning Bo Wang Daniele Ramazzotti Luca De Sano Junjie Zhu Emma Pierson S. Batzoglou 20 54 0 21 Mar 2017
A Geometric Analysis of Phase Retrieval Ju Sun Qing Qu John N. Wright 114 525 0 22 Feb 2016
Convex Sparse Spectral Clustering: Single-view to Multi-view Canyi Lu Shuicheng Yan Zhouchen Lin 99 164 0 21 Nov 2015
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices A. Cherian S. Sra 50 119 0 10 Jul 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 52 202 0 26 Apr 2015