Juan C. Perdomo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Globally Convergent

Top Venues

Publications

Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares. CoRR (2024)
Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract. COLT (2024)
Josh Gardner, Juan C. Perdomo, Ludwig Schmidt
Large Scale Transfer Learning for Tabular Data via Language Modeling. CoRR (2024)
Michael P. Kim, Juan C. Perdomo
Making Decisions Under Outcome Performativity. ITCS (2023)
Juan C. Perdomo, Tolani Britton, Moritz Hardt, Rediet Abebe
Difficult Lessons on Social Prediction from Wisconsin Public Schools. CoRR (2023)
Jack Umenberger, Max Simchowitz, Juan C. Perdomo, Kaiqing Zhang, Russ Tedrake
Globally Convergent Policy Search for Output Estimation. NeurIPS (2022)
Jack Umenberger, Max Simchowitz, Juan C. Perdomo, Kaiqing Zhang, Russ Tedrake
Globally Convergent Policy Search over Dynamic Filters for Output Estimation. CoRR (2022)
Juan C. Perdomo, Akshay Krishnamurthy, Peter L. Bartlett, Sham M. Kakade
A Sharp Characterization of Linear Estimators for Offline Policy Evaluation. CoRR (2022)
Michael P. Kim, Juan C. Perdomo
Making Decisions under Outcome Performativity. CoRR (2022)
John P. Miller, Juan C. Perdomo, Tijana Zrnic
Outside the Echo Chamber: Optimizing the Performative Risk. ICML (2021)
Juan C. Perdomo, Max Simchowitz, Alekh Agarwal, Peter L. Bartlett
Towards a Dimension-Free Understanding of Adaptive Linear Control. CoRR (2021)
Juan C. Perdomo, Jack Umenberger, Max Simchowitz
Stabilizing Dynamical Systems via Policy Gradient Methods. CoRR (2021)
Juan C. Perdomo, Jack Umenberger, Max Simchowitz
Stabilizing Dynamical Systems via Policy Gradient Methods. NeurIPS (2021)
John P. Miller, Juan C. Perdomo, Tijana Zrnic
Outside the Echo Chamber: Optimizing the Performative Risk. CoRR (2021)
Juan C. Perdomo, Max Simchowitz, Alekh Agarwal, Peter L. Bartlett
Towards a Dimension-Free Understanding of Adaptive Linear Control. COLT (2021)
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt
Performative Prediction. ICML (2020)
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt
Performative Prediction. CoRR (2020)
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt
Stochastic Optimization for Performative Prediction. CoRR (2020)
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt
Stochastic Optimization for Performative Prediction. NeurIPS (2020)
Juan C. Perdomo, Yaron Singer
Robust Attacks against Multiple Classifiers. CoRR (2019)