Aquaro, Miriam

1. Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting
   2023/08/01 by Elena Agliari, Francesco Alemanno, Agliari, Elena +5 · 2 citations
   Decision Sciences · Mathematics · #Advanced Optimization Algorithms Research #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Probabilistic and Robust Engineering Design
2. Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines
   2024/06/14 by Alberto Fachechi, Fachechi, Alberto, Elena Agliari +7 · 1 citation
   Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics