Off-the-shelf deep learning is not enough: parsimony, Bayes and causality.

Rama K. Vasudevan Maxim A. Ziatdinov Lukas Vlcek Sergei V. Kalinin

Published in: CoRR (2020)

Keyphrases

deep learning
unsupervised learning
machine learning
deep architectures
decision trees
unsupervised feature learning
support vector
mental models
restricted boltzmann machine
support vector machine
weakly supervised
data sets
feature selection
decision making
higher order
model selection