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Reingold, Omer
13 publications
TMLR
2025
Fairness with Respect to Stereotype Predictors: Impossibilities and Best Practices
Inbal Rachel Livni Navon
,
Omer Reingold
,
Judy Hanwen Shen
CHIL
2025
Multiaccuracy for Subpopulation Calibration over Distribution Shift in Medical Prediction Models
Daniel Kapash
,
Noam Barda
,
Omer Reingold
,
Noa Dagan
,
Ran Balicer
ICML
2025
Representative Language Generation
Charlotte Peale
,
Vinod Raman
,
Omer Reingold
AAAI
2024
Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance
Omer Reingold
,
Judy Hanwen Shen
,
Aditi Talati
ICML
2023
Omnipredictors for Constrained Optimization
Lunjia Hu
,
Inbal Rachel Livni Navon
,
Omer Reingold
,
Chutong Yang
NeurIPS
2023
Swap Agnostic Learning, or Characterizing Omniprediction via Multicalibration
Parikshit Gopalan
,
Michael Kim
,
Omer Reingold
ALT
2022
Beyond Bernoulli: Generating Random Outcomes That Cannot Be Distinguished from Nature
Cynthia Dwork
,
Michael P. Kim
,
Omer Reingold
,
Guy N. Rothblum
,
Gal Yona
ALT
2022
Metric Entropy Duality and the Sample Complexity of Outcome Indistinguishability
Lunjia Hu
,
Charlotte Peale
,
Omer Reingold
ALT
2022
Multicalibrated Partitions for Importance Weights
Parikshit Gopalan
,
Omer Reingold
,
Vatsal Sharan
,
Udi Wieder
AISTATS
2021
Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers
Lunjia Hu
,
Omer Reingold
NeurIPS
2018
Fairness Through Computationally-Bounded Awareness
Michael Kim
,
Omer Reingold
,
Guy Rothblum
ICML
2018
Multicalibration: Calibration for the (Computationally-Identifiable) Masses
Ursula Hebert-Johnson
,
Michael Kim
,
Omer Reingold
,
Guy Rothblum
NeurIPS
2015
Generalization in Adaptive Data Analysis and Holdout Reuse
Cynthia Dwork
,
Vitaly Feldman
,
Moritz Hardt
,
Toni Pitassi
,
Omer Reingold
,
Aaron Roth