2 papers
cs.LG2025
Learning Isometric Embeddings of Road Networks using Multidimensional Scaling
Juan Carlos Climent Pardo
The lack of generalization in learning-based autonomous driving applications is shown by the narrow range of road scenarios that vehicles can currently cover. A generalizable appro…
math.PR2023
Spatial growth-fragmentations and excursions from hyperplanes
William Da Silva, Juan Carlos Pardo
In this paper, we are interested in the self-similar growth-fragmentation process that shows up when slicing half-space excursions of a -dimensional Brownian motion from hyperpl…