SSRGD: Simple Stochastic Recursive Gradient Descent for escaping saddle points

بواسطة LI, Zhize
منشور في 2019

A simple proximal stochastic gradient method for nonsmooth nonconvex optimization

بواسطة LI, Zhize, LI, Jian
منشور في 2018

A fast Anderson-Chebyshev acceleration for nonlinear optimization

بواسطة LI, Zhize, LI, Jian
منشور في 2020

CANITA: Faster rates for distributed convex optimization with communication compression

بواسطة LI, Zhize, RICHTARIK, Peter
منشور في 2021

Simple and optimal stochastic gradient methods for nonsmooth nonconvex optimization

بواسطة LI, Zhize, LI, Jian
منشور في 2022

Tutorial: "Advances in federated optimization: Efficiency, resiliency, and privacy"

بواسطة CHI, Yuejie, LI, Zhize
منشور في 2023

Optimal in-place suffix sorting

بواسطة LI, Zhize, LI, Jian, HUO, Hongwei
منشور في 2018

Gradient boosting with piece-wise linear regression trees

بواسطة SHI, Yu, LI, Jian, LI, Zhize
منشور في 2019

A unified variance-reduced accelerated gradient method for convex optimization

بواسطة LAN, Guanghui, LI, Zhize, ZHOU, Yi
منشور في 2019

Optimal in‐place suffix sorting

بواسطة LI, Zhize, LI, Jian, HUO, Hongwei
منشور في 2022

DESTRESS: Computation-optimal and communication-efficient decentralized nonconvex finite-sum optimization

بواسطة LI, Boyue, LI, Zhize, CHI, Yuejie
منشور في 2022

Escaping saddle points in heterogeneous federated learning via distributed SGD with communication compression

بواسطة CHEN, Sijin, LI, Zhize, CHI, Yuejie
منشور في 2024

On top-k selection in multi-armed bandits and hidden bipartite graphs

بواسطة CAO, Wei, LI, Jian, TAO, Yufei, LI, Zhize
منشور في 2015

A two-stage mechanism for ordinal peer assessment

بواسطة LI, Zhize, ZHANG, Le, FANG, Zhixuan, LI, Jian
منشور في 2018

Learning two-layer neural networks with symmetric inputs

بواسطة GE, Rong, KUDITIPUDI, Rohith, LI, Zhize, WANG, Xiang
منشور في 2019

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization

بواسطة GE, Rong, LI, Zhize, WANG, Weiyao, WANG, Xiang
منشور في 2019

Acceleration for compressed gradient descent in distributed and federated optimization

بواسطة LI, Zhize, KOVALEV, Dmitry, QIAN, Xun, RICHTARIK, Peter
منشور في 2020

MARINA: Faster non-convex distributed learning with compression

بواسطة GORBUNOV, Eduard, BURLACHENKO, Konstantin, LI, Zhize, RICHTARIK, Peter
منشور في 2021

PAGE: A simple and optimal probabilistic gradient estimator for nonconvex optimization

بواسطة LI, Zhize, BAO, Hongyan, ZHANG, Xiangliang, RICHTARIK, Peter
منشور في 2021

Coresets for vertical federated learning: Regularized linear regression and k-means clustering

بواسطة HUANG, Lingxiao, LI, Zhize, SUN, Jialin, ZHAO, Haoyu
منشور في 2022