Demyanenko, Elizaveta

4 publications

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

NeurIPS 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

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