Stochastic Approximation for Canonical Correlation Analysis

22 February 2017

Papers citing "Stochastic Approximation for Canonical Correlation Analysis"

11 / 11 papers shown

Title
Stochastic Canonical Correlation Analysis Chao Gao Dan Garber Nathan Srebro Jialei Wang Weiran Wang 18 25 0 21 Feb 2017
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition Zeyuan Allen-Zhu Yuanzhi Li 46 51 0 20 Jul 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis Rong Ge Chi Jin Sham Kakade Praneeth Netrapalli Aaron Sidford 42 78 0 13 Apr 2016
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis Weiran Wang Jialei Wang Dan Garber Nathan Srebro 41 31 0 07 Apr 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 35 909 0 02 Feb 2016
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis Zhuang Ma Y. Lu Dean Phillips Foster 59 83 0 26 Jun 2015
An Introduction to Matrix Concentration Inequalities J. Tropp 73 1,139 0 07 Jan 2015
Large scale canonical correlation analysis with iterative least squares Y. Lu Dean Phillips Foster 64 55 0 16 Jul 2014
Stochastic Optimization of PCA with Capped MSG R. Arora Andrew Cotter Nathan Srebro 44 85 0 05 Jul 2013
Sparse Additive Functional and Kernel CCA Sivaraman Balakrishnan Kriti Puniyani John D. Lafferty 65 24 0 18 Jun 2012
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization Mark Schmidt Nicolas Le Roux Francis R. Bach 134 582 0 12 Sep 2011