conftrace_

eigenvalue computation

11 papers

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Co-occurring keywords

riemannian optimization (89) eigenvector computation (16) riemannian gradient descent (12) manifold optimization (67) stochastic gradient (296) chebyshev polynomial (6) distributed pca (4) riemannian gradient (9) incremental aggregation (1) iterative method (19)

Papers

On the Accelerated Noise-Tolerant Power Method AISTATS 2023
Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023
A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP ICML 2023
Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022
Entrywise convergence of iterative methods for eigenproblems NIPS 2020
Tight Convergence Rate of Gradient Descent for Eigenvalue Computation IJCAI 2020
The Gradient Complexity of Linear Regression COLT 2020
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition JMLR 2016
Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization ICML 2016
Multi-Scale Spectral Decomposition of Massive Graphs NIPS 2014
Geometric optimisation on positive definite matrices for elliptically contoured distributions NIPS 2013