Entropic gradient descent algorithms and wide flat minima. - Fabrizio Pittorino; Carlo Lucibello; Christoph Feinauer; Enrico M. Malatesta; Gabriele Perugini; Carlo Baldassi; Matteo Negri; Elizaveta Demyanenko; Riccardo Zecchina (CoRR, 2020)

Entropic gradient descent algorithms and wide flat minima. - Fabrizio Pittorino; Carlo Lucibello; Christoph Feinauer; Gabriele Perugini; Carlo Baldassi; Elizaveta Demyanenko; Riccardo Zecchina (ICLR, 2021)

The twin peaks of learning neural networks. - Elizaveta Demyanenko; Christoph Feinauer; Enrico M. Malatesta; Luca Saglietti (CoRR, 2024)

Sampling through Algorithmic Diffusion in non-convex Perceptron problems. - Elizaveta Demyanenko; Davide Straziota; Carlo Baldassi; Carlo Lucibello (CoRR, 2025)

On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study. - Riccardo Alberghi; Elizaveta Demyanenko; Luca Biggio; Luca Saglietti (CoRR, 2025)