Concepedia

Chris Junchi Li

CJ

10

Publications

506

Citations

10

H-Index

2017

Active since

Affiliations

Princeton University(Current)

Peking University

Rutgers, The State University of New Jersey

Chris Junchi Li is an author at Princeton University specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceApproximation TheoryDeep LearningStochastic OptimizationStatisticsEstimation TheoryNumerical AnalysisStatistical Inference

Publications per year

2017–2020

10

Publications

10

SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator

Cong Fang, Chris Junchi Li, Zhouchen Lin et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2018 · 203 citations

SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator

Cong Fang, Chris Junchi Li, Zhouchen Lin et al. · arXiv (Cornell University) · 2018 · 74 citations · Full text

Engineering, Machine Learning, Stochastic Gradients +16

On the diffusion approximation of nonconvex stochastic gradient descent

Wenqing Hu, Chris Junchi Li, Lei Li et al. · Annals of Mathematical Sciences and Applications · 2019 · 67 citations

Numerical Analysis, Model Optimization, Engineering +13

Near-optimal stochastic approximation for online principal component estimation

Chris Junchi Li, Mengdi Wang, Han Liu et al. · Mathematical Programming · 2017 · 49 citations · Full text

Engineering, Machine Learning, Statistical Inference +6

On the diffusion approximation of nonconvex stochastic gradient descent

Wenqing Hu, Chris Junchi Li, Lei Li et al. · arXiv (Cornell University) · 2017 · 29 citations · Full text

Numerical Analysis, Model Optimization, Engineering +13

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