There is indeed a vast literature on the design and analysis of decision tree algorithms that aim at optimizing these parameters. This paper contributes to this important line of research: we propose ...

A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.

Abstract: In the realm of deep learning, the lack of transparency in complex models is a major obstacle for wider adoption and trust in artificial intelligence systems. Current explainability methods ...

Abstract: To improve the safety and efficiency of the intelligent transportation system, especially in mixed autonomy, where human-driven vehicles (HDVs) and connected autonomous vehicles (CAVs) ...