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Jingyi Zhu

Jingyi Zhu

Johns Hopkins University

H-index: 6

North America-United States

About Jingyi Zhu

Jingyi Zhu, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Stochastic Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hessian Estimation via Stein’s Identity in Black-Box Problems

Multi-Labeling Service for Auto-Targeting Pipeline in Job Recommendation

Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Oracles

Model-Free Optimal Control using SPSA with Complex Variables

Stochastic Approximation with Non-Decaying Gain: Error Bound and Data-Driven Gain-Tuning

Error Bounds and Applications for Stochastic Approximation with Non-Decaying Gain

Jingyi Zhu Information

University

Position

The

Citations(all)

112

Citations(since 2020)

103

Cited By

44

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

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University Profile Page

Johns Hopkins University

Google Scholar

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Jingyi Zhu Skills & Research Interests

Stochastic Optimization

Top articles of Jingyi Zhu

Title

Journal

Author(s)

Publication Date

Hessian Estimation via Stein’s Identity in Black-Box Problems

Jingyi Zhu

2022/4/30

Multi-Labeling Service for Auto-Targeting Pipeline in Job Recommendation

Li Ji

Jingyi Zhu

Yu Sun

Chang Li

Xuefei Yang

2022/2

Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Oracles

Transactions on Neural Networks and Learning Systems

Jingyi Zhu

2021/10/15

Model-Free Optimal Control using SPSA with Complex Variables

Long Wang

Jingyi Zhu

James C Spall

2021/3/24

Stochastic Approximation with Non-Decaying Gain: Error Bound and Data-Driven Gain-Tuning

International Journal of Robust and Nonlinear Control

Jingyi Zhu

James C. Spall

2020/9

Error Bounds and Applications for Stochastic Approximation with Non-Decaying Gain

Jingyi Zhu

2020/2/21

See List of Professors in Jingyi Zhu University(Johns Hopkins University)