Juan C. Perdomo

27 papers A* 9A 1Journal 16
YearRankTypeTitle / Venue / Authors
2025 A* conf
From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs.
COLT
Cynthia Dwork, Chris Hays, Nicole Immorlica, Juan C. Perdomo, Pranay Tankala
2025 J jnl
Inducing Efficient and Equitable Professional Networks through Link Recommendations.
CoRR
Cynthia Dwork, Chris Hays, Lunjia Hu, Nicole Immorlica, Juan C. Perdomo
2025 J jnl
Revisiting the Predictability of Performative, Social Events.
CoRR
Juan C. Perdomo
2024 J jnl
From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs.
CoRR
Cynthia Dwork, Chris Hays, Nicole Immorlica, Juan C. Perdomo, Pranay Tankala
2024 A* conf
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract.
COLT
Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
2024 J jnl
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares.
CoRR
Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith
2024 A* conf
Large Scale Transfer Learning for Tabular Data via Language Modeling.
NeurIPS
Josh Gardner, Juan C. Perdomo, Ludwig Schmidt
2024 J jnl
Large Scale Transfer Learning for Tabular Data via Language Modeling.
CoRR
Josh Gardner, Juan C. Perdomo, Ludwig Schmidt
2023 J jnl
A Complete Characterization of Linear Estimators for Offline Policy Evaluation.
J. Mach. Learn. Res.
Juan C. Perdomo, Akshay Krishnamurthy, Peter L. Bartlett, Sham M. Kakade
2023 J jnl
Difficult Lessons on Social Prediction from Wisconsin Public Schools.
CoRR
Juan C. Perdomo, Tolani Britton, Moritz Hardt, Rediet Abebe
2023 A conf
Making Decisions Under Outcome Performativity.
ITCS
Michael P. Kim, Juan C. Perdomo
2023 — —
Performative Prediction: Theory and Practice
Juan C. Perdomo
2022 J jnl
A Sharp Characterization of Linear Estimators for Offline Policy Evaluation.
CoRR
Juan C. Perdomo, Akshay Krishnamurthy, Peter L. Bartlett, Sham M. Kakade
2022 A* conf
Globally Convergent Policy Search for Output Estimation.
NeurIPS
Jack Umenberger, Max Simchowitz, Juan C. Perdomo, Kaiqing Zhang, Russ Tedrake
2022 J jnl
Globally Convergent Policy Search over Dynamic Filters for Output Estimation.
CoRR
Jack Umenberger, Max Simchowitz, Juan C. Perdomo, Kaiqing Zhang, Russ Tedrake
2022 J jnl
Making Decisions under Outcome Performativity.
CoRR
Michael P. Kim, Juan C. Perdomo
2021 A* conf
Outside the Echo Chamber: Optimizing the Performative Risk.
ICML
John Miller, Juan C. Perdomo, Tijana Zrnic
2021 J jnl
Outside the Echo Chamber: Optimizing the Performative Risk.
CoRR
John Miller, Juan C. Perdomo, Tijana Zrnic
2021 A* conf
Stabilizing Dynamical Systems via Policy Gradient Methods.
NeurIPS
Juan C. Perdomo, Jack Umenberger, Max Simchowitz
2021 J jnl
Stabilizing Dynamical Systems via Policy Gradient Methods.
CoRR
Juan C. Perdomo, Jack Umenberger, Max Simchowitz
2021 A* conf
Towards a Dimension-Free Understanding of Adaptive Linear Control.
COLT
Juan C. Perdomo, Max Simchowitz, Alekh Agarwal, Peter L. Bartlett
2021 J jnl
Towards a Dimension-Free Understanding of Adaptive Linear Control.
CoRR
Juan C. Perdomo, Max Simchowitz, Alekh Agarwal, Peter L. Bartlett
2020 A* conf
Performative Prediction.
ICML
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt
2020 J jnl
Performative Prediction.
CoRR
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt
2020 A* conf
Stochastic Optimization for Performative Prediction.
NeurIPS
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt
2020 J jnl
Stochastic Optimization for Performative Prediction.
CoRR
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt
2019 J jnl
Robust Attacks against Multiple Classifiers.
CoRR
Juan C. Perdomo, Yaron Singer