1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.RO2022★ 1 cited
Failure Prediction with Statistical Guarantees for Vision-Based Robot Control
Alec Farid, David Snyder, Allen Z. Ren +1
We are motivated by the problem of performing failure prediction for safety-critical robotic systems with high-dimensional sensor observations (e.g., vision). Given access to a bla…
cs.LG2021
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability
Alec Farid, Anirudha Majumdar
We are motivated by the problem of providing strong generalization guarantees in the context of meta-learning. Existing generalization bounds are either challenging to evaluate or…