Research

(* denotes equal contribution, α-β denotes alphabetical ordering)

Individual Privacy Accounting via a Rényi Filter
(α-β) V. Feldman, T. Zrnic
Preprint arxiv

Stochastic Optimization for Performative Prediction
C. Mendler-Dünner*, J. C. Perdomo*, T. Zrnic*, M. Hardt
Conference on Neural Information Processing Systems (NeurIPS) 2020 arxiv

Performative Prediction
J. C. Perdomo*, T. Zrnic*, C. Mendler-Dünner, M. Hardt
International Conference on Machine Learning (ICML) 2020 ICML arxiv talk

The Power of Batching in Multiple Hypothesis Testing
T. Zrnic, D. L. Jiang, A. Ramdas, M. I. Jordan
International Conference on Artificial Intelligence and Statistics (AISTATS) 2020 AISTATS arxiv talk code

Natural Analysts in Adaptive Data Analysis
T. Zrnic, M. Hardt
International Conference on Machine Learning (ICML) 2019 ICML arxiv talk

Asynchronous Online Testing of Multiple Hypotheses
T. Zrnic, A. Ramdas, M. I. Jordan
Preprint arxiv blog post code online FDR package
Presented at the International Conference on Multiple Comparisons Procedures (MCP) 2019

SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate
A. Ramdas, T. Zrnic, M. J. Wainwright, M. I. Jordan
International Conference on Machine Learning (ICML) 2018 ICML arxiv code

Tensor-Based Crowdsourced Clustering via Triangle Queries
R. K. Vinayak, T. Zrnic, B. Hassibi
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017 IEEE

Improving Location of Recording Classification Using Electric Network Frequency (ENF) Analysis
Z. Saric, A. Zunic, T. Zrnic, M. Knezevic, D. Despotovic, T. Delic
IEEE International Symposium on Intelligent Systems and Informatics (SISY) 2016 IEEE