Sotabase

Career

· Postdoctoral Fellow in Data Science, Stanford University2023–
· PhD in Electrical Engineering and Computer Sciences, UC Berkeley2017–

Publications (37)

Performative Prediction
International Conference on Machine Learning · 2020
393
cited
Prediction-powered inference
Science · 2023
188
cited
Stochastic Optimization for Performative Prediction
Neural Information Processing Systems · 2020
136
cited
Outside the Echo Chamber: Optimizing the Performative Risk
International Conference on Machine Learning · 2021
121
cited
Individual Privacy Accounting via a Renyi Filter
Neural Information Processing Systems · 2020
107
cited
PPI++: Efficient Prediction-Powered Inference
arXiv.org · 2023
81
cited
Who Leads and Who Follows in Strategic Classification?
Neural Information Processing Systems · 2021
64
cited
Cross-prediction-powered inference
Proceedings of the National Academy of Sciences of the United States of America · 2023
61
cited
SAFFRON: an adaptive algorithm for online control of the false discovery rate
International Conference on Machine Learning · 2018
57
cited
Regret Minimization with Performative Feedback
International Conference on Machine Learning · 2022
39
cited
Asynchronous Online Testing of Multiple Hypotheses
Journal of machine learning research · 2018
37
cited
Can Unconfident LLM Annotations Be Used for Confident Conclusions?
North American Chapter of the Association for Computational Linguistics · 2024
35
cited
Algorithmic Collective Action in Machine Learning
International Conference on Machine Learning · 2023
31
cited
Active Statistical Inference
International Conference on Machine Learning · 2024
30
cited
Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI
arXiv.org · 2025
24
cited
Post-selection inference via algorithmic stability
Annals of Statistics · 2020
22
cited
The Power of Batching in Multiple Hypothesis Testing
International Conference on Artificial Intelligence and Statistics · 2019
18
cited
Natural Analysts in Adaptive Data Analysis
International Conference on Machine Learning · 2019
17
cited
Plug-in Performative Optimization
International Conference on Machine Learning · 2023
17
cited
Private Prediction Sets
arXiv.org · 2021
16
cited
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Tijana Zrnic | Researcher Profile | Sotabase | Sotabase