Decelle, Aurélien

1. Fast training and sampling of Restricted Boltzmann Machines
   2024/05/24 by Nicolas Béreux, Aurélien Decelle, Béreux, Nicolas +7 · 6 citations
   Computer Science · Physics and Astronomy · Engineering · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies
2. Explaining the effects of non-convergent sampling in the training of Energy-Based Models
   2023/01/23 by Agoritsas, Elisabeth, Catania, Giovanni, Decelle, Aurélien +1 · 3 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistical Mechanics (cond-mat.stat-mech)
3. Inferring Higher-Order Couplings with Neural Networks
   2025/01/10 by Decelle, Aurélien, Gómez, Alfonso de Jesús Navas, Seoane, Beatriz · 4 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistical Mechanics (cond-mat.stat-mech)