Baldassi, Carlo

7 publications

NeurIPS 2025 Anatomically Inspired Digital Twins Capture Hierarchical Object Representations in Visual Cortex Emanuele Luconi, Dario Liscai, Carlo Baldassi, Alessandro Marin Vargas, Alessandro Sanzeni

NeurIPS 2025 Generative Diffusion for Perceptron Problems: Statistical Physics Analysis and Efficient Algorithms Davide Straziota, Elizaveta Demyanenko, Carlo Baldassi, Carlo Lucibello

ICLRW 2025 Sampling Through Algorithmic Diffusion in Non-Convex Perceptron Problems Elizaveta Demyanenko, Davide Straziota, Carlo Lucibello, Carlo Baldassi

ICML 2022 Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina

TMLR 2022 Systematically and Efficiently Improving $k$-Means Initialization by Pairwise-Nearest-Neighbor Smoothing Carlo Baldassi

ICLR 2021 Entropic Gradient Descent Algorithms and Wide Flat Minima Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina

ICLR 2017 Entropy-SGD: Biasing Gradient Descent into Wide Valleys Pratik Chaudhari, Anna Choromanska, Stefano Soatto, Yann LeCun, Carlo Baldassi, Christian Borgs, Jennifer T. Chayes, Levent Sagun, Riccardo Zecchina