Gallon, Davide

1. Blow up phenomena for gradient descent optimization methods in the training of artificial neural networks
   2022/11/28 by Davide Gallon, Arnulf Jentzen, Gallon, Davide +3 · 2 citations
   Computer Science · #FOS: Mathematics #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
2. SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures
   2025/05/14 by Julian Kranz, Davide Gallon, Kranz, Julian +5 · 4 citations
   Computer Science · Physics and Astronomy · #03C64 #03C98 #26B40 #FOS: Computer and information sciences #FOS: Mathematics #Logic (math.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC) #Primary 68T05 #Secondary 68T07