Towards a Dimension-Free Understanding of Adaptive Linear Control
Conference on Learning Theory (COLT) 2021
JCP, Max Simchowitz, Alekh Agarwal, Peter Bartlett

Outside the Echo Chamber: Optimizing the Performative Risk
International Conference on Machine Learning (ICML) 2021
non-archival track at Foundations of Responsible Computing (FORC) 2021
John Miller*, JCP*, Tijana Zrnic*

Stochastic Optimization for Performative Prediction
Advances in Neural Information Processing Systems (Neurips) 2020
Celestine Mendler-Dunner*, JCP*, Tijana Zrnic* , and Moritz Hardt

Performative Prediction
International Conference on Machine Learning (ICML) 2020
JCP*, Tijana Zrnic*, Celestine Mendler-Dunner, and Moritz Hardt

Robust Attacks against Multiple Classifiers
manuscript, 2019
JCP, Yaron Singer

Universal Noise Models in Machine Learning
undergraduate thesis, awarded the Thomas J. Hoopes Prize

* Equal Contribution