research
∙
05/05/2020
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases
The recent developments and growing interest in neural-symbolic models h...
share
research
∙
02/29/2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
Neural-symbolic computing has now become the subject of interest of both...
research
∙
04/26/2019
Think Again Networks and the Delta Loss
This short paper introduces an abstraction called Think Again Networks (...
research
∙
04/26/2019
Think Again Networks, the Delta Loss, and an Application in Language Modeling
This short paper introduces an abstraction called Think Again Networks (...
research
∙
03/11/2019
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems
Deep learning has consistently defied state-of-the-art techniques in man...
research
∙
10/08/2018
Neural Networks Models for Analyzing Magic: the Gathering Cards
Historically, games of all kinds have often been the subject of study in...
research
∙
10/08/2018
Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition
Sudoku is a widely popular NP-Complete combinatorial puzzle whose prospe...
research
∙
09/21/2018