2 papers
cs.RO2026
Explainable deep learning improves human mental models of self-driving cars
Eoin M. Kenny, Akshay Dharmavaram, Sang Uk Lee +6
Self-driving cars increasingly rely on deep neural networks to achieve human-like driving. The opacity of such black-box planners makes it challenging to accurately anticipate when…
cs.LG2024
Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off
Eoin M. Kenny, Julie A. Shah
Regulation is increasingly cited as the most important and pressing concern in machine learning. However, it is currently unknown how to implement this, and perhaps more importantl…