Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function.

Stephen G. Odaibo

Published in: CoRR (2019)

Keyphrases

loss function
pairwise
logistic regression
support vector
learning to rank
boosting algorithms
image segmentation
reproducing kernel hilbert space
stochastic gradient descent
risk minimization
empirical risk
machine learning
learning algorithm
regularization term
solution path
convex loss functions