Louis Chen

Assistant Professor, Operations Research, Naval Postgraduate School

Joined

February 2024

Names

Louis Chen (Preferred)

Emails

****@nps.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Assistant Professor

Operations Research, Naval Postgraduate School (nps.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

David Simchi-Levi

Present

Coauthor

Roberto Szechtman

Present

Coauthor

Karthik Natarajan

Present

Coauthor

Divya Padmanabhan

Present

Coauthor

Will Ma

Present

Coauthor

Johannes O. Royset

Present

Expertise

No areas of expertise listed

Publications

Enhancing Learning with Noisy Labels via Rockafellian Relaxation
Louis Chen, Bobbie Chern, Eric Eckstrand, Amogh Mahapatra, Johannes O. Royset
- ICLR 2026 Poster
- Readers: Everyone
Distributionally Robust Linear and Discrete Optimization with Marginals
Louis Chen, Will Ma, Karthik Natarajan, David Simchi-Levi, Zhenzhen Yan
- Operations Research
- Readers: Everyone
Distributionally Robust Max Flows
Louis Chen, Will Ma, James B Orlin, David Simchi-Levi
- Symposium on Simplicity in Algorithms
- Readers: Everyone
Robustness to Dependency in Influence Maximization
Louis Chen, Chee Chin Lim, Divya Padmanabhan, Karthik Natarajan
- Management Science
- Readers: Everyone
Correlation Robust Influence Maximization
Louis Chen, Divya Padmanabhan, Chee Chin Lim, Karthik Natarajan
- 34th Conference on Neural Information Processing Systems (NeurIPS 2020)
- Readers: Everyone
On the Adversarial Robustness of Benjamini Hochberg
Louis Chen, Roberto Szechtman, Matan Seri
- NeurIPS 2024 poster
- Readers: Everyone
Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation
Louis Chen, Bobbie Chern, Eric Eckstrand, Amogh Mahapatra, Johannes O. Royset
- Submitted to NeurIPS 2024
- Readers: Everyone

Louis Chen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Enhancing Learning with Noisy Labels via Rockafellian Relaxation

Distributionally Robust Linear and Discrete Optimization with Marginals

Distributionally Robust Max Flows

Robustness to Dependency in Influence Maximization

Correlation Robust Influence Maximization

On the Adversarial Robustness of Benjamini Hochberg

Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation

Co-Authors