Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation.

Victor Picheny Vincent Dutordoir Artem Artemev Nicolas Durrande

Published in: ECML/PKDD (3) (2020)

Keyphrases

stochastic gradient descent
step size
least squares
matrix factorization
genetic algorithm
bayesian networks
loss function
support vector machine
random forests
regularization parameter
multi objective
graphical models
latent variables
convergence rate
convergence speed
online algorithms