Relational inductive biases, deep learning, and graph networks.

Peter W. Battaglia Jessica B. Hamrick Victor Bapst Alvaro Sanchez-Gonzalez Vinícius Flores Zambaldi Mateusz Malinowski Andrea Tacchetti David Raposo Adam Santoro Ryan Faulkner Çaglar Gülçehre H. Francis Song Andrew J. Ballard Justin Gilmer George E. Dahl Ashish Vaswani Kelsey R. Allen Charles Nash Victoria Langston Chris Dyer Nicolas Heess Daan Wierstra Pushmeet Kohli Matthew Botvinick Oriol Vinyals Yujia Li Razvan Pascanu

Published in: CoRR (2018)

Keyphrases

deep learning
machine learning
unsupervised learning
unsupervised feature learning
deep architectures
directed graph
data model
graph structure
weakly supervised
learning algorithm
restricted boltzmann machine