Adam Stein

About

I'm a second year PhD student at the University of Pennsylvania advised by Professor Mayur Naik. Previously, I attended UCLA where I recieved my BS in CS in 2020.

I'm broadly interested in the fields of programming languages and machine learning, and I'm particularly interested in building usable tools for enabling practical uses of machine learning. Currently, I'm working on methods for learning with noisy and imbalanced data.

Papers

Learning to Select Pivotal Samples for Meta Re-weighting . Yinjun Wu, Adam Stein, Jacob Gardner, Mayur Naik. AAAI 2023. Oral Presentation.

Pre-Prints

Faithful Chain-of-Thought Reasoning . Qing Lyu*, Shreya Havaldar*, Adam Stein*, Li Zhang, Delip Rao, Eric Wong, Marianna Apidianaki, Chris Callison-Burch.

Projects

Some Problems with Properties: A Study on Property-Based Testing in Industry . Harrison Goldstein, Joseph W. Cutler, Adam Stein, Benjamin C. Pierce, Andrew Head. HATRA @ SPLASH 2022.

Automatic Detection of Hybrid Human-Machine Text Boundaries . Joseph W. Cutler, Liam Dugan, Shreya Havaldar, Adam Stein. CIS 520 Course Project.

Contact

📧 steinad at seas.upenn.edu.

🐦 @adamlsteinl

👨‍💻 @adaminsky