Unsupervised detection of semantic correlations in big data. - Santiago Acevedo; Alex Rodriguez; Alessandro Laio (CoRR, 2024)

Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations. - Lorenzo Basile; Santiago Acevedo; Luca Bortolussi; Fabio Anselmi; Alex Rodriguez (ICLR, 2025)

An approach to identify the most semantically informative deep representations of text and images. - Santiago Acevedo; Andrea Mascaretti; Riccardo Rende; Matéo Mahaut; Marco Baroni; Alessandro Laio (CoRR, 2025)