conftrace_

alternating gradient descent

9 papers

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Also known as

A-GD AGD

Co-occurring keywords

nonconvex optimization (316) convergence rate (607) matrix factorization (529) local convergence (14) integral quadratic constraint (3) gradient descent-ascent (6) bilinear game (9) low-rank factorization (26) transformer encoder (224) second-order stationary point (31)

Papers

Convergence of Alternating Gradient Descent for Matrix Factorization NIPS 2023
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception NIPS 2023
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022
Statistically and Computationally Efficient Linear Meta-representation Learning NIPS 2021
Unfolding-Model-Based Visualization: Theory, Method and Applications JMLR 2021
PA-GD: On the Convergence of Perturbed Alternating Gradient Descent to Second-Order Stationary Points for Structured Nonconvex Optimization ICML 2019
Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018
Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization NIPS 2017
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations ICML 2017