Viet Anh Nguyen

Viet Anh Nguyen

Stanford University

H-index: 15

North America-United States

About Viet Anh Nguyen

Viet Anh Nguyen, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine Learning, Optimization, Decision Analytics, Operations Research.

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

Wasserstein robust classification with fairness constraints

Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation

Coverage-Validity-Aware Algorithmic Recourse

Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization

Efficient failure pattern identification of predictive algorithms

Feasible Recourse Plan via Diverse Interpolation

Bellman Optimal Step-size Straightening of Flow-Matching Models

Distributionally robust recourse action

Viet Anh Nguyen Information

University

Position

Postdoctoral Scholar

Citations(all)

992

Citations(since 2020)

973

Cited By

209

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Viet Anh Nguyen Skills & Research Interests

Machine Learning

Optimization

Decision Analytics

Operations Research

Top articles of Viet Anh Nguyen

Title

Journal

Author(s)

Publication Date

Wasserstein robust classification with fairness constraints

Manufacturing & Service Operations Management

Yijie Wang

Viet Anh Nguyen

Grani A Hanasusanto

2024/4/30

Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation

arXiv preprint arXiv:2402.15073

Duy Nguyen

Bao Nguyen

Viet Anh Nguyen

2024/2/23

Coverage-Validity-Aware Algorithmic Recourse

arXiv preprint arXiv:2311.11349

Ngoc Bui

Duy Nguyen

Man-Chung Yue

Viet Anh Nguyen

2023/11/19

Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust Optimization

Mathematics of Operations Research

Viet Anh Nguyen

Soroosh Shafieezadeh-Abadeh

Daniel Kuhn

Peyman Mohajerin Esfahani

2023

Efficient failure pattern identification of predictive algorithms

Bao Nguyen

Viet Anh Nguyen

2023/7/2

Feasible Recourse Plan via Diverse Interpolation

Duy Nguyen

Ngoc Bui

Viet Anh Nguyen

2023/4/11

Bellman Optimal Step-size Straightening of Flow-Matching Models

arXiv preprint arXiv:2312.16414

Bao Nguyen

Binh Nguyen

Viet Anh Nguyen

2023/12/27

Distributionally robust recourse action

arXiv preprint arXiv:2302.11211

Duy Nguyen

Ngoc Bui

Viet Anh Nguyen

2023/2/22

Wasserstein-based Minimax Estimation of Dependence in Multivariate Regularly Varying Extremes

arXiv preprint arXiv:2312.09862

Xuhui Zhang

Jose Blanchet

Youssef Marzouk

Viet Anh Nguyen

Sven Wang

2023/12/15

Dynamic Flows on Curved Space Generated by Labeled Data

arXiv preprint arXiv:2302.00061

Xinru Hua

Truyen Nguyen

Tam Le

Jose Blanchet

Viet Anh Nguyen

2023/1/31

Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics

Tam Le

Truyen Nguyen

Dinh Phung

Viet Anh Nguyen

2022/5/3

Distributionally Robust Fair Principal Components via Geodesic Descents

International Conference on Learning Representations

Hieu Vu

Toan Tran

Man-Chung Yue

Viet Anh Nguyen

2022/2/7

Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints

Advances in Neural Information Processing Systems

Jiajin Li

Sirui Lin

José Blanchet

Viet Anh Nguyen

2022/12/6

Bayesian Imputation with Optimal Look-Ahead-Bias and Variance Tradeoff

arXiv preprint arXiv:2202.00871

Jose Blanchet

Fernando Hernandez

Viet Anh Nguyen

Markus Pelger

Xuhui Zhang

2022/2/2

A Deep Reinforcement Learning-based Adaptive Charging Policy for WRSNs

Ngoc Bui

Phi Le Nguyen

Viet Anh Nguyen

Phan Thuan Do

2022/10/19

Counterfactual Plans under Distributional Ambiguity

International Conference on Learning Representations

Ngoc Bui

Duy Nguyen

Viet Anh Nguyen

2022/1/29

Robust Bayesian Recourse

Tuan-Duy H Nguyen

Ngoc Bui

Duy Nguyen

Man-Chung Yue

Viet Anh Nguyen

2022/8/17

Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator

Operations Research

Viet Anh Nguyen

Daniel Kuhn

Peyman Mohajerin Esfahani

2022

Distributionally Robust Gaussian Process Regression and Bayesian Inverse Problems

arXiv preprint arXiv:2205.13111

Xuhui Zhang

Jose Blanchet

Youssef Marzouk

Viet Anh Nguyen

Sven Wang

2022/5/26

Mean-covariance robust risk measurement

arXiv preprint arXiv:2112.09959

Viet Anh Nguyen

Soroosh Shafiee

Damir Filipović

Daniel Kuhn

2021/12/18

See List of Professors in Viet Anh Nguyen University(Stanford University)

Co-Authors

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