scientific article; zbMATH DE number 7164767

zbMath1446.62158arXiv1702.06533MaRDI QIDQ5214264

Dan Garber, Weiran Wang, Nathan Srebro, Jialei Wang, Chao Gao

Publication date: 7 February 2020

Full work available at URL: https://arxiv.org/abs/1702.06533

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

canonical correlation analysissample complexityshift-and-invert preconditioningstreaming CCA

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Learning and adaptive systems in artificial intelligence (68T05) Stochastic approximation (62L20)

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Cites Work

• Covariance estimation for distributions with \({2+\varepsilon}\) moments
• A tail inequality for quadratic forms of subgaussian random vectors
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• Sparse CCA: adaptive estimation and computational barriers
• Numerical Methods for Large Eigenvalue Problems
• Matrix Analysis
• A Bound for the Matrix Square Root with Application to Eigenvector Perturbation
• Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice
• Sparse CCA via Precision Adjusted Iterative Thresholding
• The Rotation of Eigenvectors by a Perturbation. III
• A Linearly Convergent Variant of the Conditional Gradient Algorithm under Strong Convexity, with Applications to Online and Stochastic Optimization
• RELATIONS BETWEEN TWO SETS OF VARIATES
• Expander flows, geometric embeddings and graph partitioning
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