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03/08/2023
Densely Connected G-invariant Deep Neural Networks with Signed Permutation Representations
We introduce and investigate, for finite groups G, G-invariant deep neur...
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05/18/2022
A Classification of G-invariant Shallow Neural Networks
When trying to fit a deep neural network (DNN) to a G-invariant target f...
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02/13/2022
A Group-Equivariant Autoencoder for Identifying Spontaneously Broken Symmetries in the Ising Model
We introduce the group-equivariant autoencoder (GE-autoencoder) – a nove...
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01/03/2020