Efficient Algorithms for Large-scale Generalized Eigenvector Computation
and Canonical Correlation Analysis

Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis

13 April 2016

Praneeth Netrapalli

Papers citing "Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis"

13 / 13 papers shown

Title
Differential geometry with extreme eigenvalues in the positive semidefinite cone Cyrus Mostajeran Nathael Da Costa Graham W. Van Goffrier R. Sepulchre 27 4 0 14 Apr 2023
Nonconvex Stochastic Scaled-Gradient Descent and Generalized Eigenvector Problems C. J. Li Michael I. Jordan 37 2 0 29 Dec 2021
Faster Randomized Methods for Orthogonality Constrained Problems B. Shustin H. Avron 24 2 0 22 Jun 2021
An Online Riemannian PCA for Stochastic Canonical Correlation Analysis Zihang Meng Rudrasis Chakraborty Vikas Singh 9 9 0 08 Jun 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 46 165 0 15 Dec 2020
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach Mikael Sørensen Charilaos I. Kanatsoulis N. Sidiropoulos 39 29 0 25 Mar 2020
Learning Image Information for eCommerce Queries U. Porwal 15 1 0 29 Apr 2019
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data Charilaos I. Kanatsoulis Xiao Fu N. Sidiropoulos Mingyi Hong 32 35 0 24 Apr 2018
Understanding GANs: the LQG Setting S. Feizi Changho Suh F. Xia David Tse 42 63 0 30 Oct 2017
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 37 509 0 03 Oct 2016
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition Zeyuan Allen-Zhu Yuanzhi Li 22 50 0 20 Jul 2016
Blind Modulation Classification based on MLP and PNN Harishchandra Dubey Nandita A. K. Tiwari 19 41 0 30 May 2016
Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow Kean Ming Tan Zhaoran Wang Han Liu Tong Zhang 31 57 0 29 Apr 2016