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Near-Optimal Non-Convex Stochastic Optimization under Generalized Smoothness

Near-Optimal Non-Convex Stochastic Optimization under Generalized Smoothness

Zijian Liu
Srikanth Jagabathula
Zhengyuan Zhou
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Papers citing "Near-Optimal Non-Convex Stochastic Optimization under Generalized Smoothness"

5 / 5 papers shown
Title
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong
Jie Hao
Mingrui Liu
93
2
0
28 Sep 2024
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
Zhize Li
Hongyan Bao
Xiangliang Zhang
Peter Richtárik
ODL
76
128
0
25 Aug 2020
A unified variance-reduced accelerated gradient method for convex optimization
A unified variance-reduced accelerated gradient method for convex optimization
Guanghui Lan
Zhize Li
Yi Zhou
46
61
0
29 May 2019
Momentum-Based Variance Reduction in Non-Convex SGD
Momentum-Based Variance Reduction in Non-Convex SGD
Ashok Cutkosky
Francesco Orabona
ODL
84
407
0
24 May 2019
Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization
Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization
Quoc Tran-Dinh
Nhan H. Pham
Dzung Phan
Lam M. Nguyen
61
56
0
15 May 2019

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