Sotabase

Career

· Assistant Professor, Yale University2026–
· PhD in Computer Science, Cornell University2018–2024
· Founding Research Scientist, AI Verification and Evaluation Research Institute (AVERI)
· B.A. in Computer Science and Archaeology, Columbia University
· MS in Computer Science, Cornell University
· Faculty Associate, Harvard University
· Postdoctoral Researcher, Microsoft Research
· Postdoctoral Affiliate, Stanford University

Publications (12)

Scalable Extraction of Training Data from (Production) Language Models
arXiv.org · 2023
484
cited
Stealing Part of a Production Language Model
International Conference on Machine Learning · 2024
141
cited
Scalable Extraction of Training Data from Aligned, Production Language Models
International Conference on Learning Representations · 2025
71
cited
Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML Systems
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization · 2020
25
cited
The Files are in the Computer: Copyright, Memorization, and Generative AI
arXiv.org · 2024
25
cited
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images
arXiv.org · 2023
23
cited
Report of the 1st Workshop on Generative AI and Law
Social Science Research Network · 2023
19
cited
Exploring the limits of strong membership inference attacks on large language models
2025
12
cited
AI and Law: The Next Generation
Social Science Research Network · 2023
7
cited
Regulating Accuracy-Efficiency Trade-Offs in Distributed Machine Learning Systems
Social Science Research Network · 2020
4
cited
Holding Real-Time Distributed ML Systems to Account
2020
Understanding Accuracy-Efficiency Trade-Offs as a Means for Holding Distributed ML Systems Accountable
2021
Sotabase
A. Feder Cooper | Researcher Profile | Sotabase | Sotabase