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Juan Carlos Perdomo
Juan Carlos Perdomo
Verified email at g.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Performative Prediction
JC Perdomo, T Zrnic, C Mendler-Dünner, M Hardt
International Conference on Machine Learning - ICML 2020, 2020
2662020
Stochastic Optimization for Performative Prediction
C Mendler-Dünner, JC Perdomo, T Zrnic, M Hardt
Advances in Neural Information Processing Systems - Neurips 2020, 2020
892020
Outside the Echo Chamber: Optimizing the Performative Risk
J Miller, JC Perdomo, T Zrnic
International Conference on Machine Learning - ICML 2021, 2021
742021
Stabilizing Dynamical Systems via Policy Gradient Methods
JC Perdomo, J Umenberger, M Simchowitz
Advances in Neural Information Processing Systems - Neurips 2021, 2021
352021
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
25*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
13*2023
Making Decisions under Outcome Performativity
MP Kim, JC Perdomo
Innovations in Theoretical Computer Science - ITCS 2023, 2022
122022
Robust Attacks against Multiple Classifiers
JC Perdomo, Y Singer
arXiv preprint arXiv:1906.02816, 2019
122019
Difficult Lessons on Social Prediction from Wisconsin Public Schools
JC Perdomo, T Britton, M Hardt, R Abebe
arXiv preprint arXiv:2304.06205, 2023
82023
Towards a Dimension-Free Understanding of Adaptive Linear Control
JC Perdomo, M Simchowitz, A Agarwal, P Bartlett
Conference on Learning Theory - COLT 2021, 2021
42021
The Relative Value of Prediction in Algorithmic Decision Making
JC Perdomo
arXiv preprint arXiv:2312.08511, 2023
2023
Performative Prediction: Theory and Practice
JC Perdomo Silva
UC Berkeley, 2023
2023
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Articles 1–12