Concepedia

Liyuan Cao

LC

3

Publications

76

Citations

3

H-Index

2021

Active since

Affiliations

University of Michigan(Current)

Cornell University

Liyuan Cao is an author at University of Michigan specializing in engineering, approximation theory, and numerical analysis.

Top concepts

EngineeringApproximation TheoryComputer ScienceNumerical AnalysisComputational ComplexityMathematical ProgrammingManagementVerificationData SecurityInverse Problems

Publications per year

2021–2023

3

Publications

3

A Theoretical and Empirical Comparison of Gradient Approximations in Derivative-Free Optimization

Albert S. Berahas, Liyuan Cao, Krzysztof Choromański et al. · Foundations of Computational Mathematics · 2021 · 39 citations · Full text

Mathematical Programming, Numerical Analysis, Empirical Comparison +9

First- and second-order high probability complexity bounds for trust-region methods with noisy oracles

Liyuan Cao, Albert S. Berahas, Katya Scheinberg · Mathematical Programming · 2023 · 21 citations

Trustworthy Computing, Computational Complexity Theory, Engineering +13

Global Convergence Rate Analysis of a Generic Line Search Algorithm with Noise

Albert S. Berahas, Liyuan Cao, Katya Scheinberg · SIAM Journal on Optimization · 2021 · 16 citations · Full text

Numerical Analysis, Mathematical Programming, Large-scale Global Optimization +18

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