Large scale canonical correlation analysis with iterative least squares

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Large scale canonical correlation analysis with iterative least squares

16 July 2014

Dean Phillips Foster

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Papers citing "Large scale canonical correlation analysis with iterative least squares"

19 / 19 papers shown

Title
Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis Sagar Shrestha Xiao Fu FedML 42 0 0 25 Sep 2021
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach Mikael Sørensen Charilaos I. Kanatsoulis N. Sidiropoulos 60 30 0 25 Mar 2020
Gen-Oja: A Two-time-scale approach for Streaming CCA Kush S. Bhatia Aldo Pacchiano Nicolas Flammarion Peter L. Bartlett Michael I. Jordan 61 2 0 20 Nov 2018
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data Charilaos I. Kanatsoulis Xiao Fu N. Sidiropoulos Mingyi Hong 61 35 0 24 Apr 2018
Common Representation Learning Using Step-based Correlation Multi-Modal CNN Gaurav Bhatt Piyush Jha Balasubramanian Raman SSL 38 4 0 31 Oct 2017
Stochastic Approximation for Canonical Correlation Analysis R. Arora T. V. Marinov Poorya Mianjy Nathan Srebro 36 38 0 22 Feb 2017
Stochastic Canonical Correlation Analysis Chao Gao Dan Garber Nathan Srebro Jialei Wang Weiran Wang 33 25 0 21 Feb 2017
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 340 516 0 03 Oct 2016
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition Zeyuan Allen-Zhu Yuanzhi Li 82 51 0 20 Jul 2016
Blind Modulation Classification based on MLP and PNN Harishchandra Dubey Nandita A. K. Tiwari 57 11 0 30 May 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis Rong Ge Chi Jin Sham Kakade Praneeth Netrapalli Aaron Sidford 114 78 0 13 Apr 2016
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis Weiran Wang Jialei Wang Dan Garber Nathan Srebro 95 31 0 07 Apr 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 102 919 0 02 Feb 2016
Large-Scale Approximate Kernel Canonical Correlation Analysis Weiran Wang Karen Livescu 132 54 0 15 Nov 2015
Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations Weiran Wang R. Arora Karen Livescu Nathan Srebro ODL BDL 92 65 0 07 Oct 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis Zhuang Ma Y. Lu Dean Phillips Foster 115 83 0 26 Jun 2015
Correlational Neural Networks A. Chandar Mitesh M. Khapra Hugo Larochelle Balaraman Ravindran CML 127 143 0 27 Apr 2015
Fast Label Embeddings for Extremely Large Output Spaces Paul Mineiro Nikos Karampatziakis 85 29 0 30 Mar 2015
A Randomized Algorithm for CCA Paul Mineiro Nikos Karampatziakis 79 20 0 13 Nov 2014