2 papers
cs.LG2025
iLTM: Integrated Large Tabular Model
David Bonet, Marçal Comajoan Cara, Marçal Comajoan Cara +3
Tabular data underpins decisions across science, industry, and public services. Despite rapid progress, advances in deep learning have not fully carried over to the tabular domain,…
cs.LG2025
Compressive Meta-Learning
Daniel Mas Montserrat, David Bonet, Maria Perera +2
The rapid expansion in the size of new datasets has created a need for fast and efficient parameter-learning techniques. Compressive learning is a framework that enables efficient…