Sotabase

Career

· Assistant Professor, University of Illinois Urbana-Champaign2026–
· METEOR Postdoctoral Researcher, MIT2024–2026
· Intern, Google2023–
· Intern, Amazon2022–
· Intern, Microsoft Research2021–
· PhD in Computer Science, Cornell University2019–2024
· Bachelor of Arts in Mathematics, Harvard University2016–2020
· Data Scientist, Booz Allen Hamilton
· Researcher, Program of Evolutionary Dynamics, Harvard University

Publications (13)

93
cited
Conference on Fairness, Accountability and Transparency · 2022
64
cited
64
cited
Nature Communications · 2020
45
cited
Models of fairness in federated learning
arXiv.org · 2021
16
cited
The Web Conference · 2021
12
cited
8
cited
International Conference on Machine Learning · 2024
6
cited
AAAI Conference on Artificial Intelligence · 2023
3
cited
ACM Conference on Economics and Computation · 2025
2
cited
“ All Together Now ” Linking the Public Goods Game and Prisoner ’ s Dilemma For Robustness Against Free-Riders
2016
Sotabase
Kate Donahue | Researcher Profile | Sotabase | Sotabase