conftrace_

power iteration

23 papers

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PI

Co-occurring keywords

principal component analysis (316) tensor decomposition (375) spectral gap (27) tensor pca (8) multi-target tracking (24) streaming algorithm (131) signal-to-noise ratio (122) singular value decomposition (222) canonical correlation analysis (111) message passing (579)

Papers

Sharp analysis of power iteration for tensor PCA JMLR 2024
Scale Invariant Power Iteration JMLR 2023
On the Accelerated Noise-Tolerant Power Method AISTATS 2023
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration ICML 2023
Adaptive Power Method: Eigenvector Estimation from Sampled Data ALT 2023
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models COLT 2023
Power Iteration for Tensor PCA JMLR 2022
Faster Noisy Power Method ALT 2022
Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021
Stochastic Canonical Correlation Analysis JMLR 2019
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019
Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model AISTATS 2018
Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018
Accelerated Stochastic Power Iteration AISTATS 2018
Tensor Decomposition via Simultaneous Power Iteration ICML 2017
Solving Most Systems of Random Quadratic Equations NIPS 2017
Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016
Tensor Power Iteration for Multi-Graph Matching CVPR 2016
Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NIPS 2015
An Online Learning Algorithm for Bilinear Models ICML 2015
A statistical model for tensor PCA NIPS 2014
Multi-target Tracking with Motion Context in Tensor Power Iteration CVPR 2014
Multi-target Tracking by Rank-1 Tensor Approximation CVPR 2013