ML Anthology
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Soloff, Jake A.
4 publications
COLT
2025
Can a Calibration Metric Be Both Testable and Actionable?
Raphael Rossellini
,
Jake A. Soloff
,
Rina Foygel Barber
,
Zhimei Ren
,
Rebecca Willett
TMLR
2025
Stabilizing Black-Box Model Selection with the Inflated Argmax
Melissa Adrian
,
Jake A Soloff
,
Rebecca Willett
JMLR
2024
Bagging Provides Assumption-Free Stability
Jake A. Soloff
,
Rina Foygel Barber
,
Rebecca Willett
NeurIPS
2024
Building a Stable Classifier with the Inflated Argmax
Jake A. Soloff
,
Rina Foygel Barber
,
Rebecca Willett