Stabilizing Dynamical Systems via Policy Gradient Methods (preprint link coming soon)
JCP, Jack Umenberger, Max Simchowitz

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

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

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

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

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

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

* Equal Contribution