When Active Learning Fails, Uncalibrated Out of Distribution Uncertainty Quantification Might Be the Problem

When Active Learning Fails, Uncalibrated Out of Distribution Uncertainty Quantification Might Be the Problem

21 November 2025

Ashley S. Dale

Kangming Li

Brian DeCost

Hao Wan

Yuchen Han

Yao Fehlis

Jason Hattrick-Simpers

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