Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum
Minimization

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

3 November 2022

Stratis Skoulakis

Kimon Antonakopoulos

Papers citing "Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization"

13 / 13 papers shown

Title
How Effective Can Dropout Be in Multiple Instance Learning ? Wenhui Zhu Peijie Qiu Xiwen Chen Zhangsihao Yang Aristeidis Sotiras Abolfazl Razi Y. Wang 32 0 0 21 Apr 2025
Adaptive Accelerated Proximal Gradient Methods with Variance Reduction for Composite Nonconvex Finite-Sum Minimization Ganzhao Yuan 38 0 0 28 Feb 2025
Faster Adaptive Decentralized Learning Algorithms Feihu Huang Jianyu Zhao 35 0 0 19 Aug 2024
Efficient Continual Finite-Sum Minimization Ioannis Mavrothalassitis Stratis Skoulakis L. Dadi V. Cevher 24 0 0 07 Jun 2024
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions Wei Jiang Sifan Yang Yibo Wang Lijun Zhang 28 1 0 04 Jun 2024
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction Wei Jiang Sifan Yang Wenhao Yang Lijun Zhang 21 3 0 01 Jun 2024
Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction Yury Demidovich Grigory Malinovsky Peter Richtárik 50 2 0 11 Mar 2024
A Coefficient Makes SVRG Effective Yida Yin Zhiqiu Xu Zhiyuan Li Trevor Darrell Zhuang Liu 23 1 0 09 Nov 2023
Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction Xiao-Yan Jiang Sebastian U. Stich 22 18 0 11 Aug 2023
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods Junchi Yang Xiang Li Ilyas Fatkhullin Niao He 34 15 0 21 May 2023
Dropout Reduces Underfitting Zhuang Liu Zhi-Qin John Xu Joseph Jin Zhiqiang Shen Trevor Darrell 32 36 0 02 Mar 2023
Variance-reduced Clipping for Non-convex Optimization Amirhossein Reisizadeh Haochuan Li Subhro Das Ali Jadbabaie 18 25 0 02 Mar 2023
Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization Zeyuan Allen-Zhu ODL 42 52 0 12 Feb 2018