ML Anthology
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Yi, Paul
5 publications
ICML
2025
Multiaccuracy and Multicalibration via Proxy Groups
Beepul Bharti
,
Mary Versa Clemens-Sewall
,
Paul Yi
,
Jeremias Sulam
CPAL
2025
Sufficient and Necessary Explanations (and What Lies in Between)
Beepul Bharti
,
Paul Yi
,
Jeremias Sulam
MIDL
2025
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning
Pranav Kulkarni
,
Adway Kanhere
,
Eliot Siegel
,
Paul Yi
,
Vishwa Sanjay Parekh
MIDL
2024
Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations
Pranav Kulkarni
,
Andrew Chan
,
Nithya Navarathna
,
Skylar Chan
,
Paul Yi
,
Vishwa Sanjay Parekh
NeurIPS
2023
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors
Beepul Bharti
,
Paul Yi
,
Jeremias Sulam