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Farid, Alec
3 publications
CoRL
2022
Task-Relevant Failure Detection for Trajectory Predictors in Autonomous Vehicles
Alec Farid
,
Sushant Veer
,
Boris Ivanovic
,
Karen Leung
,
Marco Pavone
NeurIPS
2021
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability
Alec Farid
,
Anirudha Majumdar
CoRL
2021
Task-Driven Out-of-Distribution Detection with Statistical Guarantees for Robot Learning
Alec Farid
,
Sushant Veer
,
Anirudha Majumdar