Linda Albanese

1. Hebbian Learning from First Principles
   2024/01/13 by Linda Albanese, Adriano Barra, Albanese, Linda +7 · 1 voice · 3 citations
   Mathematics · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #cond-mat.dis-nn #stat.ML
2. Replica symmetry breaking in neural networks: a few steps toward\n rigorous results
   2020/05/30 by Elena Agliari, Linda Albanese, Agliari, Elena +5 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Mathematical Physics (math-ph) #Model Reduction and Neural Networks #Neural Networks and Applications #Quantum many-body systems
3. Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning
   2022/11/25 by Elena Agliari, Agliari, Elena, Linda Albanese +13 · 3 citations
   Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
4. Semi-supervised Hopfield model: Theoretical and Numerical results
   2026/07/30 by Linda Albanese, Andrea Ladiana, Andrea Lepre
   Physics and Astronomy · #cond-mat.dis-nn