Cornish (2024) recently gave a general theory of neural network symmetrisation in the abstract context of Markov categories. We give a high-level overview of these results, and their concrete implicat...

YouTube video by Zardini Lab

We consider the problem of symmetrising a neural network along a group homomorphism: given a homomorphism $φ: H \to G$, we would like a procedure that converts $H$-equivariant neural networks to $G$-e...

We consider the problem of symmetrising a neural network along a group homomorphism: given a homomorphism $φ: H \to G$, we would like a procedure that converts $H$-equivariant neural networks to $G$-e...

Cornish (2024) recently gave a general theory of neural network symmetrisation in the abstract context of Markov categories. We give a high-level overview of these results, and their concrete implicat...

YouTube video by Zardini Lab

We consider the problem of symmetrising a neural network along a group homomorphism: given a homomorphism $φ: H \to G$, we would like a procedure that converts $H$-equivariant neural networks to $G$-e...