Publications

RECENT SELECTED PUBLICATIONS

Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers, F Behrens, L Biggio, L Zdeborová - International Conference on Machine Learning (ICML), 2025
How Transformers Learn Structured Data: Insights From Hierarchical Filtering, J Garnier-Brun, M Mézard, E Moscato, L Saglietti - International Conference on Machine Learning (ICML), 2025
Manifolds, Random Matrices and Spectral Gaps: The Geometric Phases of Generative Diffusion, E Ventura, B Achilli, G Silvestri, C Lucibello, L Ambrogioni - International Conference on Learning Representations (ICLR), 2025
Spatial Cognition from Egocentric Video: Out of Sight, Not Out of Mind, C Plizzari, S Goel, T Perrett, J Chalk, A Kanazawa, D Damen - International Conference on 3D Vision (3DV), 2025
Black-Box (and Fast) Non-Malleable Zero Knowledge, V Botta, M Ciampi, E Orsini, L Siniscalchi, I Visconti - Advances in Cryptology - CRYPTO, 2024
A Metaverse Typology: Exploring the Role of Immersivity and Centralization in Driving Value Creation, LM De Rossi, N Abbatemarco, L Diaferia, G Salviotti - Hawaii International Conference on System Sciences (HICSS), 2024
Knowledge-Enriched Cell-Type Annotation in Single-Cell Transcriptomics via LLM Embeddings, A Fabbricatore, FM Buffa, A Tangherloni - IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2025
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry, F Pittorino, A Ferraro, G Perugini, C Feinauer, C Baldassi, R Zecchina - International Conference on Machine Learning (ICML), 2022
Entropic Gradient Descent Algorithms and Wide Flat Minima, F Pittorino, C Lucibello, C Feinauer, G Perugini, C Baldassi, E Demyanenko, R Zecchina - International Conference on Learning Representations (ICLR), 2021