Performative Prediction JC Perdomo, T Zrnic, C Mendler-Dünner, M Hardt International Conference on Machine Learning - ICML 2020, 2020 | 322 | 2020 |
Stochastic Optimization for Performative Prediction C Mendler-Dünner, JC Perdomo, T Zrnic, M Hardt Advances in Neural Information Processing Systems - Neurips 2020, 2020 | 101 | 2020 |
Outside the Echo Chamber: Optimizing the Performative Risk J Miller, JC Perdomo, T Zrnic International Conference on Machine Learning - ICML 2021, 2021 | 84 | 2021 |
Stabilizing Dynamical Systems via Policy Gradient Methods JC Perdomo, J Umenberger, M Simchowitz Advances in Neural Information Processing Systems - Neurips 2021, 2021 | 37 | 2021 |
Globally Convergent Policy Search over Dynamic Filters for Output Estimation J Umenberger, M Simchowitz, JC Perdomo, K Zhang, R Tedrake Advances in Neural Information Processing Systems - Neurips 2022, 2022 | 28* | 2022 |
Making Decisions under Outcome Performativity MP Kim, JC Perdomo Innovations in Theoretical Computer Science - ITCS 2023, 2022 | 16 | 2022 |
A Complete Characterization of Linear Estimators for Offline Policy Evaluation JC Perdomo, A Krishnamurthy, P Bartlett, S Kakade Journal of Machine Learning Research, 2023 | 14* | 2023 |
Difficult Lessons on Social Prediction from Wisconsin Public Schools JC Perdomo, T Britton, M Hardt, R Abebe arXiv preprint arXiv:2304.06205, 2023 | 12 | 2023 |
Robust Attacks against Multiple Classifiers JC Perdomo, Y Singer arXiv preprint arXiv:1906.02816, 2019 | 12 | 2019 |
Towards a Dimension-Free Understanding of Adaptive Linear Control JC Perdomo, M Simchowitz, A Agarwal, P Bartlett Conference on Learning Theory - COLT 2021, 2021 | 4 | 2021 |
The Relative Value of Prediction in Algorithmic Decision Making JC Perdomo International Conference on Machine Learning - ICML 2024, 2023 | 2 | 2023 |
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares G Brown, J Hayase, S Hopkins, W Kong, X Liu, S Oh, JC Perdomo, ... Conference on Learning Theory - COLT 2024, 2024 | 1 | 2024 |
Large Scale Transfer Learning for Tabular Data via Language Modeling J Gardner, JC Perdomo, L Schmidt arXiv preprint arXiv:2406.12031, 2024 | | 2024 |
Performative Prediction: Theory and Practice JC Perdomo Silva UC Berkeley, 2023 | | 2023 |