Alexander Shapiro

Alexander Shapiro

Georgia Institute of Technology

H-index: 77

North America-United States

About Alexander Shapiro

Alexander Shapiro, With an exceptional h-index of 77 and a recent h-index of 49 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of operations research, mathematical programming, optimization, statistics.

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

Risk-averse stochastic optimal control: an efficiently computable statistical upper bound

Dual bounds for periodical stochastic programs

Statistical limit theorems in distributionally robust optimization

Bayesian distributionally robust optimization

Rectangularity and duality of distributionally robust Markov Decision Processes

Conditional distributionally robust functionals

Episodic Bayesian Optimal Control with Unknown Randomness Distributions

Distributionally robust stochastic variational inequalities

Alexander Shapiro Information

University

Position

Professor

Citations(all)

38595

Citations(since 2020)

14551

Cited By

30506

hIndex(all)

77

hIndex(since 2020)

49

i10Index(all)

190

i10Index(since 2020)

127

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Alexander Shapiro Skills & Research Interests

operations research

mathematical programming

optimization

statistics

Top articles of Alexander Shapiro

Title

Journal

Author(s)

Publication Date

Risk-averse stochastic optimal control: an efficiently computable statistical upper bound

Operations Research Letters

Vincent Guigues

Alexander Shapiro

Yi Cheng

2023/7/1

Dual bounds for periodical stochastic programs

Operations Research

Alexander Shapiro

Yi Cheng

2023/1

Statistical limit theorems in distributionally robust optimization

Jose Blanchet

Alexander Shapiro

2023/12/10

Bayesian distributionally robust optimization

SIAM Journal on Optimization

Alexander Shapiro

Enlu Zhou

Yifan Lin

2023/6/30

Rectangularity and duality of distributionally robust Markov Decision Processes

arXiv preprint arXiv:2308.11139

Yan Li

Alexander Shapiro

2023/8/22

Conditional distributionally robust functionals

Operations Research

Alexander Shapiro

Alois Pichler

2023/6/29

Episodic Bayesian Optimal Control with Unknown Randomness Distributions

arXiv preprint arXiv:2308.08478

Alexander Shapiro

Enlu Zhou

Yifan Lin

Yuhao Wang

2023/8/16

Distributionally robust stochastic variational inequalities

Mathematical Programming

Hailin Sun

Alexander Shapiro

Xiaojun Chen

2023/6

Duality and sensitivity analysis of multistage linear stochastic programs

European Journal of Operational Research

Vincent Guigues

Alexander Shapiro

Yi Cheng

2023/7/16

Numerical Methods for Convex Multistage Stochastic Optimization

arXiv preprint arXiv:2303.15672

Guanghui Lan

Alexander Shapiro

2023/3/28

Distributionally robust modeling of optimal control

Operations Research Letters

Alexander Shapiro

2022/9/1

Risk-averse stochastic programming: Time consistency and optimal stopping

Operations Research

Alois Pichler

Rui Peng Liu

Alexander Shapiro

2022/7

Testing rank of incomplete unimodal matrices

IEEE Signal Processing Letters

Rui Zhang

Junting Chen

Yao Xie

Alexander Shapiro

Urbashi Mitra

2021/4/2

Distributionally robust optimal control and MDP modeling

Operations Research Letters

Alexander Shapiro

2021/9/1

On Characteristic Rank for Matrix and Tensor Completion [Lecture Notes]

IEEE Signal Processing Magazine

Alexander Shapiro

Yao Xie

Rui Zhang

2021/2/26

Chapter 8: Computational Methods

Alexander Shapiro

2021/7/7

Goodness-of-fit tests on manifolds

IEEE Transactions on Information Theory

Alexander Shapiro

Yao Xie

Rui Zhang

2021/1/11

Chapter 7: Distributionally robust stochastic programming

Alexander Shapiro

2021/7/7

Mathematical foundations of distributionally robust multistage optimization

SIAM Journal on Optimization

Alois Pichler

Alexander Shapiro

2021

Chapter 3: Multistage Problems

Andrzej Ruszczyński

Alexander Shapiro

2021/7/7

See List of Professors in Alexander Shapiro University(Georgia Institute of Technology)

Co-Authors

H-index: 70
Stephen Wright

Stephen Wright

University of Wisconsin-Madison

H-index: 57
Andrzej Ruszczyński

Andrzej Ruszczyński

Rutgers, The State University of New Jersey

H-index: 51
Shabbir Ahmed

Shabbir Ahmed

Georgia Institute of Technology

H-index: 46
Stan Uryasev

Stan Uryasev

Stony Brook University

H-index: 41
Jeff Linderoth

Jeff Linderoth

University of Wisconsin-Madison

H-index: 41
Guanghui (George) Lan

Guanghui (George) Lan

Georgia Institute of Technology

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