Lorenzo Rosset

According to our database, Lorenzo Rosset authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics.

Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane

IEEE Trans. Pattern Anal. Mach. Intell., February, 2025

adabmDCA 2.0 - a flexible but easy-to-use package for Direct Coupling Analysis.

Lorenzo Rosset, Roberto Netti, Anna Paola Muntoni, Martin Weigt, Francesco Zamponi

CoRR, January, 2025

Fast training and sampling of Restricted Boltzmann Machines.

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fast, accurate training and sampling of Restricted Boltzmann Machines.

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane

CoRR, 2024

2023

Unsupervised hierarchical clustering using the learning dynamics of RBMs.

Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane

CoRR, 2023