Chen Dan

Postdoc, Toyota Technological Institute at Chicago

Joined

February 2019

Names

Chen Dan (Preferred)

Emails

****@cs.cmu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Toyota Technological Institute at Chicago (ttic.edu)

2023 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2016 – 2022

Undergrad student

Peking University (pku.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Pradeep Ravikumar

2016 – Present

Internship mentor

Avrim Blum

2018 – 2018

Undergrad Advisor

Liwei Wang

2014 – 2016

Expertise

No areas of expertise listed

Publications

Distributional Adversarial Loss
Saba Ahmadi, Siddharth Bhandari, Avrim Blum, Chen Dan, Prabhav Jain
- AISTATS 2025 Poster
- Readers: Everyone
Understanding Why Generalized Reweighting Does Not Improve Over ERM
Runtian Zhai, Chen Dan, J Zico Kolter, Pradeep Kumar Ravikumar
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Understanding Why Generalized Reweighting Does Not Improve Over ERM
Runtian Zhai, Chen Dan, J Zico Kolter, Pradeep Kumar Ravikumar
- 16 May 2022 (modified: 08 Feb 2026)
- NeurIPS 2022 Submitted
- Readers: Everyone
Understanding Overfitting in Reweighting Algorithms for Worst-group Performance
Runtian Zhai, Chen Dan, J Zico Kolter, Pradeep Kumar Ravikumar
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Boosted CVaR Classification
Runtian Zhai, Chen Dan, Arun Suggala, J Zico Kolter, Pradeep Kumar Ravikumar
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Fundamental Limits and Tradeoffs in Invariant Representation Learning
Han Zhao, Chen Dan, Bryon Aragam, Tommi S. Jaakkola, Geoff Gordon, Pradeep Kumar Ravikumar
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Class-Weighted Classification: Trade-offs and Robust Approaches
Ziyu Xu, Chen Dan, Justin Khim, Pradeep Ravikumar
- 2020 (modified: 04 Nov 2022)
- ICML 2020
- Readers: Everyone
Learning Complexity of Simulated Annealing
Avrim Blum, Chen Dan, Saeed Seddighin
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone
Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification
Chen Dan, Yuting Wei, Pradeep Ravikumar
- 2020 (modified: 04 Nov 2022)
- ICML 2020
- Readers: Everyone
Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification
Chen Dan, Yuting Wei, Pradeep Ravikumar
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone

View all 17 publications

Co-Authors

View all 28 co-authors