Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension. - Lorenzo Basile; Nikos Karantzas; Alberto d'Onofrio; Luca Bortolussi; Alex Rodriguez; Fabio Anselmi (CoRR, 2023)

Scalable unsupervised alignment of general metric and non-metric structures. - Sanketh Vedula; Valentino Maiorca; Lorenzo Basile; Francesco Locatello; Alexander M. Bronstein (CoRR, 2024)

The Narrow Gate: Localized Image-Text Communication in Vision-Language Models. - Alessandro Serra; Francesco Ortu; Emanuele Panizon; Lucrezia Valeriani; Lorenzo Basile; Alessio Ansuini; Diego Doimo; Alberto Cazzaniga (CoRR, 2024)

Harvesting energy from turbulent winds with Reinforcement Learning. - Lorenzo Basile; Maria Grazia Berni; Antonio Celani (CoRR, 2024)

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

ResiDual Transformer Alignment with Spectral Decomposition. - Lorenzo Basile; Valentino Maiorca; Luca Bortolussi; Emanuele Rodolà; Francesco Locatello (Trans. Mach. Learn. Res., 2025)

Emergent representations in networks trained with the Forward-Forward algorithm. - Niccolò Tosato; Lorenzo Basile; Emanuele Ballarin; Giuseppe de Alteriis; Alberto Cazzaniga; Alessio Ansuini (Trans. Mach. Learn. Res., 2025)