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Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training.
Diego Granziol
Stefan Zohren
Stephen Roberts
Published in:
J. Mach. Learn. Res. (2022)
Keyphrases
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learning rate
neural network training
training algorithm
batch size
random matrix theory
poisson process
learning algorithm
neural network
hidden layer
convergence rate
machine learning
multi class
optimization method
convergence speed
batch mode