Sotabase

Career

· Assistant Professor, Computer and Information Science, University of Pennsylvania2026–
· Postdoctoral Fellow at Stanford AI Lab, Stanford University2025–2026
· Teaching Assistant for Forecasting Course, UC Berkeley2025–
· PhD in Computer Science, UC Berkeley2020–2025

Publications (40)

Feedback Loops With Language Models Drive In-Context Reward Hacking
International Conference on Machine Learning · 2024
59
cited
Alternative Microfoundations for Strategic Classification
International Conference on Machine Learning · 2021
54
cited
Performative Power
Neural Information Processing Systems · 2022
49
cited
Learning Equilibria in Matching Markets from Bandit Feedback
Neural Information Processing Systems · 2021
44
cited
Supply-Side Equilibria in Recommender Systems
Neural Information Processing Systems · 2022
43
cited
Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine
Proceedings of the VLDB Endowment · 2021
42
cited
Individual Fairness in Pipelines
Symposium on Foundations of Responsible Computing · 2020
41
cited
Regret Minimization with Performative Feedback
International Conference on Machine Learning · 2022
39
cited
Multi-category fairness in sponsored search auctions
FAT* · 2019
36
cited
Dyson’s partition ranks and their multiplicative extensions
2016
25
cited
Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm
Annual Conference Computational Learning Theory · 2021
22
cited
Clickbait vs. Quality: How Engagement-Based Optimization Shapes the Content Landscape in Online Platforms
The Web Conference · 2024
21
cited
Understanding Sparse JL for Feature Hashing
Neural Information Processing Systems · 2019
19
cited
Competition, Alignment, and Equilibria in Digital Marketplaces
AAAI Conference on Artificial Intelligence · 2022
18
cited
Accounting for AI and Users Shaping One Another: The Role of Mathematical Models
Trans. Mach. Learn. Res. · 2024
16
cited
Cosine
Proceedings of the VLDB Endowment · 2021
16
cited
Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition
Neural Information Processing Systems · 2023
16
cited
Incentivizing High-Quality Content in Online Recommender Systems
arXiv.org · 2023
13
cited
Individual Fairness in Advertising Auctions Through Inverse Proportionality
Information Technology Convergence and Services · 2020
13
cited
Fairness in ad auctions through inverse proportionality
arXiv.org · 2020
11
cited
Sotabase
Meena Jagadeesan | Researcher Profile | Sotabase | Sotabase