104 citations · 447 across the 17 of their papers we have counts for
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cs.AI2019★ 68 cited
Towards a Framework to Manage Perceptual Uncertainty for Safe Automated Driving
Krzysztof Czarnecki, Rick Salay
Perception is a safety-critical function of autonomous vehicles and machine learning (ML) plays a key role in its implementation. This position paper identifies (1) perceptual unce…
cs.AI2017★ 104 cited
An Analysis of ISO 26262: Using Machine Learning Safely in Automotive Software
Rick Salay, Rodrigo Queiroz, Krzysztof Czarnecki
Machine learning (ML) plays an ever-increasing role in advanced automotive functionality for driver assistance and autonomous operation; however, its adequacy from the perspective…