Diego Granziol

1. Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training
   2020/06/16 by Diego Granziol, Stefan Zohren, Granziol, Diego +3 · 7 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Beyond Random Matrix Theory for Deep Networks
   2020/06/13 by Diego Granziol, Granziol, Diego · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistical Mechanics and Entropy