Yifan Lin

Yifan Lin

Georgia Institute of Technology

H-index: 3

North America-United States

About Yifan Lin

Yifan Lin, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of simulation optimization.

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

Bayesian stochastic gradient descent for stochastic optimization with streaming input data

Reusing Historical Trajectories in Natural Policy Gradient via Importance Sampling: Convergence and Convergence Rate

Reusing Historical Observations in Natural Policy Gradient

Episodic Bayesian Optimal Control with Unknown Randomness Distributions

Risk-averse contextual multi-armed bandit problem with linear payoffs

Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes

Bayesian distributionally robust optimization

Risk-aware model predictive control enabled by bayesian learning

Yifan Lin Information

University

Position

Graduate student

Citations(all)

29

Citations(since 2020)

29

Cited By

2

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

0

i10Index(since 2020)

0

Email

University Profile Page

Google Scholar

Yifan Lin Skills & Research Interests

simulation optimization

Top articles of Yifan Lin

Bayesian stochastic gradient descent for stochastic optimization with streaming input data

SIAM Journal on Optimization

2024/3/31

Reusing Historical Trajectories in Natural Policy Gradient via Importance Sampling: Convergence and Convergence Rate

arXiv preprint arXiv:2403.00675

2024/3/1

Reusing Historical Observations in Natural Policy Gradient

2023/12/10

Yifan Lin
Yifan Lin

H-Index: 1

Enlu Zhou
Enlu Zhou

H-Index: 14

Episodic Bayesian Optimal Control with Unknown Randomness Distributions

arXiv preprint arXiv:2308.08478

2023/8/16

Risk-averse contextual multi-armed bandit problem with linear payoffs

Journal of Systems Science and Systems Engineering

2023/6

Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes

arXiv preprint arXiv:2301.11415

2023/1/26

Yifan Lin
Yifan Lin

H-Index: 1

Enlu Zhou
Enlu Zhou

H-Index: 14

Bayesian distributionally robust optimization

SIAM Journal on Optimization

2023/6/30

Risk-aware model predictive control enabled by bayesian learning

2022/6/8

Bayesian Risk Markov Decision Processes

Advances in Neural Information Processing Systems

2022/12/6

Yifan Lin
Yifan Lin

H-Index: 1

Enlu Zhou
Enlu Zhou

H-Index: 14

A Bayesian approach to online simulation optimization with streaming input data

2021/12/12

A nested simulation optimization approach for portfolio selection

2020/12/14

Yifan Lin
Yifan Lin

H-Index: 1

Enlu Zhou
Enlu Zhou

H-Index: 14

Group testing enables asymptomatic screening for covid-19 mitigation: Feasibility and optimal pool size selection with dilution effects

arXiv preprint arXiv:2008.06642

2020/8/15

See List of Professors in Yifan Lin University(Georgia Institute of Technology)

Co-Authors

academic-engine