Gustav Šourek

Lifted Relational Neural Networks

2015 · arXiv (Cornell University)

We propose a method combining relational-logic representations with neural network learning. A general lifted architecture, possibly reflecting some background domain knowledge, is described through relational rules which may be handcrafted or learned. The relational rule-set …