Concepedia

Kaiyi Ji

KJ

Statistics

Publications

22

Citations

468

H-Index

14

Active since

2018

Affiliations

The Ohio State University(Current)

University of Utah

Duke University

Kaiyi Ji is an author at The Ohio State University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningStochastic OptimizationData ScienceArtificial IntelligenceComputational ComplexityMathematical ProgrammingConvex OptimizationApproximation Theory

Publications per year

2018–2021

22

Publications

22

SpiderBoost and Momentum: Faster Variance Reduction Algorithms

Zhe Wang, Kaiyi Ji, Yi Zhou et al. · Neural Information Processing Systems · 2019 · 61 citations

Mathematical Programming, Computational Science, Composite Nonconvex Optimization +15

SpiderBoost: A Class of Faster Variance-reduced Algorithms for Nonconvex Optimization.

Zhe Wang, Kaiyi Ji, Yi Zhou et al. · 2018 · 44 citations

Large-scale Global Optimization, Computational Science, Engineering +9

A new one-point residual-feedback oracle for black-box learning and control

Yan Zhang, Yi Zhou, Kaiyi Ji et al. · Automatica · 2021 · 33 citations

Artificial Intelligence, Engineering, Machine Learning +5

Bilevel Optimization: Convergence Analysis and Enhanced Design

Kaiyi Ji, Junjie Yang, Yingbin Liang · arXiv (Cornell University) · 2020 · 32 citations · Full text

Numerical Analysis, Artificial Intelligence, Bilevel Optimization +12

Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning

Kaiyi Ji, Junjie Yang, Yingbin Liang · arXiv (Cornell University) · 2020 · 31 citations · Full text

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