Elizaveta Demyanenko

According to our database, Elizaveta Demyanenko authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, July, 2025

Sampling through Algorithmic Diffusion in non-convex Perceptron problems.

Elizaveta Demyanenko, Davide Straziota, Carlo Baldassi, Carlo Lucibello

CoRR, February, 2025

Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms.

Davide Straziota, Elizaveta Demyanenko, Carlo Baldassi, Carlo Lucibello

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

The twin peaks of learning neural networks.

Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti

Mach. Learn. Sci. Technol., 2024

2021

Entropic gradient descent algorithms and wide flat minima.

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

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