Lee Cohen

Stanford


About

I'm a postdoctoral researcher at Stanford, hosted by Omer Reingold.

Before that, I was a Research Assistant Professor at Toyota Technological Institute at Chicago (TTIC). I completed my PhD in Computer Science at Tel Aviv University, where I was very fortunate to be advised by Yishay Mansour.

My research lies at the intersection of learning theory and societal challenges. In particular, I develop methodologies to address fairness, incentive awareness, personalization, and explainability in machine learning and decision-making.


Email: leecohencs AT gmail DOT com

My CV is available here. My pronouns are she/her/hers.

I am on the academic job market!

DBLP, Google Scholar

News

Preprints

Lee Cohen,  Yishay Mansour, Shay Moran, and Han Shao

arxiv, 2024

Lee Cohen, Connie Hong, Jack Hsieh, and Judy Shen

2024

Pushkar Shukla, Dhruv Srikanth, Lee Cohen, Matthew Turk

arxiv, 2024

Publications 

Lee Cohen, Saeed Sharifi-Malvajerdi, Kevin Stangl, Ali Vakilian, and Juba Ziani

Accepted to Conference on Neural Information Processing Systems (NeurIPS) 2024

[arxiv]

Lee Cohen,  Yishay Mansour, Shay Moran, and Han Shao

Conference on Learning Theory (COLT) 2024

[arxiv]

Lee Cohen and Han Shao

Symposium on Foundations of Responsible Computing (FORC) 2024

[arxiv]

Han Shao, Lee Cohen, Avrim Blum, Yishay Mansour, Aadirupa Saha, and Matthew R Walter

Conference on Neural Information Processing Systems (NeurIPS) 2023

[arxiv]

Lee Cohen,  Yishay Mansour, and  Michal Moshkovitz

Conference on Neural Information Processing Systems (NeurIPS) 2023

[arxiv]

Lee Cohen*, Saeed Sharifi-Malvajerdi*, Kevin Stangl*, Ali Vakilian*, and Juba Ziani*

International Conference on Machine Learning (ICML) 2023

[arxiv]

Omer Ben-Porat*,  Lee Cohen*,  Liu Leqi*,  Zachary C. Lipton , and Yishay Mansour

Oral presentation, AAAI Conference on Artificial Intelligence (AAAI) 2022 (Oral)

[arXiv]

Lee Cohen*,  Ulrike Schmidt-Kraepelin* and Yishay Mansour

Conference on Neural Information Processing Systems (NeurIPS) 2021

[arxiv]

Eliran Shabat*,  Lee Cohen*,  and Yishay Mansour

Conference on Neural Information Processing Systems (NeurIPS) 2020 

[arxiv]

Lee Cohen,  Zachary C. Lipton, and Yishay Mansour

Symposium on Foundations of Responsible Computing (FORC) 2020

[arxiv]

Lee Cohen and Yishay Mansour

ACM Conference on Economics and Computation (EC) 2019

[arxiv]

* Equal contribution. 

Teaching