Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG. - Arjuna Scagnetto; Giulia Barbati; Ilaria Gandin; C. Cappelletto; Giovanni Baj; Alberto Cazzaniga; Francesca Cuturello; Alessio Ansuini; Luca Bortolussi; A. Di Lenarda (CoRR, 2022)

The geometry of hidden representations of large transformer models. - Lucrezia Valeriani; Diego Doimo; Francesca Cuturello; Alessandro Laio; Alessio Ansuini; Alberto Cazzaniga (NeurIPS, 2023)

Towards the FAIRification of Scanning Tunneling Microscopy Images. - Tommaso Rodani; Elda Osmenaj; Alberto Cazzaniga; Mirco Panighel; Cristina Africh; Stefano Cozzini (Data Intell., 2023)

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. - Francesco Ortu; Zhijing Jin 001; Diego Doimo; Mrinmaya Sachan; Alberto Cazzaniga; Bernhard Schölkopf (ACL (1), 2024)

The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models. - Diego Doimo; Alessandro Serra; Alessio Ansuini; Alberto Cazzaniga (NeurIPS, 2024)

Persistent Topological Features in Large Language Models. - Yuri Gardinazzi; Giada Panerai; Karthik Viswanathan; Alessio Ansuini; Alberto Cazzaniga; Matteo Biagetti (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)

What Is the Probability That a Random Symmetric Tensor Is Close to Rank-One? - Alberto Cazzaniga; Antonio Lerario; Andrea Rosana (SIAM J. Appl. Algebra Geom., 2024)

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)

The Geometry of Tokens in Internal Representations of Large Language Models. - Karthik Viswanathan; Yuri Gardinazzi; Giada Panerai; Alberto Cazzaniga; Matteo Biagetti (CoRR, 2025)

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models. - Francesco Ortu; Zhijing Jin 001; Diego Doimo; Alberto Cazzaniga (CoRR, 2025)