Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods

23 February 2023

Papers citing "Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods"

4 / 4 papers shown

Title
Improving Stochastic Cubic Newton with Momentum El Mahdi Chayti N. Doikov Martin Jaggi ODL 21 0 0 25 Oct 2024
Second-Order Min-Max Optimization with Lazy Hessians Lesi Chen Chengchang Liu Jingzhao Zhang 36 1 0 12 Oct 2024
A Homogenization Approach for Gradient-Dominated Stochastic Optimization Jiyuan Tan Chenyu Xue Chuwen Zhang Qi Deng Dongdong Ge Yinyu Ye 17 2 0 21 Aug 2023
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function Saeed Masiha Saber Salehkaleybar Niao He Negar Kiyavash Patrick Thiran 79 19 0 25 May 2022