A. Feder Cooper
Assistant Professor of Computer Science
Office Address:
51 Prospect Street
New Haven, CT 06511
Mailing Address:
P.O. Box 208285
New Haven, CT 06520
About A. Feder Cooper
Degrees
- Ph.D., Computer Science, Cornell University
Perspectives
- Scalable machine learning
- Security
- Privacy
- Machine learning systems
- AI policy
Selected Awards & Honors
- Best Paper and honorable mention accolades from ICML '24, AAAI '24
Selected Publications
- Measuring memorization in language models via probabilistic extraction, Jamie Hayes*, Marika Swanberg, Harsh Chaudhari, Itay Yona, Ilia Shumailov, Milad Nasr, Christopher A. Choquette-Choo, Katherine Lee, and A. Feder Cooper*, NAACL 2025.
- Extracting memorized pieces of (copyrighted) books from open-weight language models, A. Feder Cooper, Mark A. Lemley, Allison Casasola, Ahmed Ahmed, Aaron Gokaslan, Amy B. Cyphert, Christopher De Sa, Daniel E. Ho, and Percy Liang, ICML 2025 Workshop on Reliable and Responsible Foundation Models.
- The Files are in the Computer: On Copyright, Memorization, and Generative AI, A. Feder Cooper* and James Grimmelmann*, Chicago-Kent Law Review 2025, Vol. 100 (2024).
- Scalable Extraction of Training Data from (Production) Language Models, Milad Nasr*, Nicholas Carlini*, Jonathan Hayase, Matthew Jagielski, A. Feder Cooper, Daphne Ippolito, Christopher A. Choquette-Choo, Eric Wallace, Florian Tramèr, and Katherine Lee,
2023.
