Concepedia

Zhize Li

ZL

20

Publications

452

Citations

13

H-Index

2015

Active since

Affiliations

Tsinghua University(Current)

Kootenay Association for Science & Technology

King Abdullah University of Science and Technology

Georgia Institute of Technology

Duke University

Zhize Li is an author at Tsinghua University specializing in computer science, engineering, and convex optimization.

Top concepts

EngineeringComputer ScienceMachine LearningConvex OptimizationStochastic OptimizationApproximation TheoryMathematical ProgrammingInverse ProblemsNumerical AnalysisComputer Engineering

Publications per year

2015–2023

20

Publications

20

Gradient Boosting with Piece-Wise Linear Regression Trees

Yu Shi, Jian Li, Zhize Li · 2019 · 56 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

A simple proximal stochastic gradient method for nonsmooth nonconvex optimization

Zhize Li, Jian Li · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2018 · 54 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +15

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

Wei Cao, Jian Li, Yufei Tao et al. · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2015 · 37 citations · Full text

Contextual Bandit, Engineering, Graph Theory +12

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization

Zhize Li, Dmitry Kovalev, Xun Qian et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization

Zhize Li, Dmitry Kovalev, Xun Qian et al. · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2020 · 37 citations · Full text

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