Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation.

Victor Picheny Vincent Dutordoir Artem Artemev Nicolas Durrande

Published in: CoRR (2020)

Keyphrases

stochastic gradient descent
step size
loss function
matrix factorization
least squares
random forests
genetic algorithm
bayesian networks
cost function
online algorithms
lower bound
learning algorithm
graphical models
logistic regression
bayesian inference
average case