invariant

Data
Invariant

Let G be a group acting on a (data) set X. Then F:XY is invariant if

F(gx)=F(x)gG and xX

^definition

Mentions

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2025-04-26 SIAM Soledad
Equivariant Machine Learning Projects
Fourier Transform
aggregation readout layer
does EMLP perform as well as group averaging
filter permutation invariance
fully connected readout layer
injective GNNs are as powerful as the WL test
the WL test is at least as powerful as a GNN for detecting graph non-isomorphism
2025-02-19 graphs lecture 9
2025-02-24 graphs lecture 10
2025-03-05 graphs lecture 12
2025-01-21 equivariant lecture 1
2025-02-18 equivariant lecture 3
2025-02-25 equivariant lecture 4
2025-04-01 equivariant lecture 9