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momentum acceleration

9 papers

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Co-occurring keywords

momentum method (75) second-order optimization (93) oracle complexity (65) variance reduction (523) incremental gradient descent (1) long-term dependency (44) spectral gap (27) neural network (6616) bfgs algorithm (3) limited memory optimization (1)

Papers

A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization NIPS 2023
Faster Noisy Power Method ALT 2022
A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract) AAAI 2022
Heavy Ball Neural Ordinary Differential Equations NIPS 2021
Improved Analysis of Clipping Algorithms for Non-convex Optimization NIPS 2020
Accelerated Incremental Gradient Descent using Momentum Acceleration with Scaling Factor IJCAI 2019
Cubic Regularization with Momentum for Nonconvex Optimization UAI 2019
Curvature-Exploiting Acceleration of Elastic Net Computations ICML 2019
ASVRG: Accelerated Proximal SVRG ACML 2018