37 citations · 57 across the 8 of their papers we have counts for
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eess.SY2023
Data-Driven Modeling and Verification of Perception-Based Autonomous Systems
Thomas Waite, Alexander Robey, Hassani Hamed +2
This paper addresses the problem of data-driven modeling and verification of perception-based autonomous systems. We assume the perception model can be decomposed into a canonical…
cs.LG2023★ 3 cited
Credal Bayesian Deep Learning
Michele Caprio, Souradeep Dutta, Kuk Jin Jang +4
Uncertainty quantification and robustness to distribution shifts are important goals in machine learning and artificial intelligence. Although Bayesian Neural Networks (BNNs) allow…