191 citations · 201 across the 3 of their papers we have counts for
3 papers
A Mathematical Theory of Attention
James Vuckovic, Aristide Baratin, Remi Tachet des Combes
Attention is a powerful component of modern neural networks across a wide variety of domains. However, despite its ubiquity in machine learning, there is a gap in our understanding…
Weighting bubbles in group field theory
Aristide Baratin, Laurent Freidel, Razvan Gurau
Group field theories (GFT) are higher dimensional generalizations of matrix models whose Feynman diagrams are dual to triangulations. Here we propose a modification of GFT models t…
Group field theory with non-commutative metric variables
Aristide Baratin, Daniele Oriti
We introduce a dual formulation of group field theories, making them a type of non-commutative field theories. In this formulation, the variables of the field are Lie algebra varia…