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20182026
most citedQuantifying Hypothesis Space Misspecification in Learning from Human-Robot Demonstrations and Physical Corrections

25 citations · 51 across the 47 of their papers we have counts for

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stat.ML2023

Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions

Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy +2

We introduce Conformal Decision Theory, a framework for producing safe autonomous decisions despite imperfect machine learning predictions. Examples of such decisions are ubiquitou…