174 citations · 645 across the 19 of their papers we have counts for
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cs.LG2026
Sobek: Streaming Equivariant Tensor Product Convolutions
Vladimir Chorošajev, Cédric Bény
Equivariant graph neural networks repeatedly apply edge-conditioned tensor-product convolutions over graph edges. Conventional implementations materialize edge-specific weights, me…
cs.LG2019
Learning relevant features for statistical inference
Cédric Bény
Given two views of data, we consider the problem of finding the features of one view which can be most faithfully inferred from the other. We find that these are also the most corr…
cs.LG2018★ 9 cited
Inferring relevant features: from QFT to PCA
Cédric Bény
In many-body physics, renormalization techniques are used to extract aspects of a statistical or quantum state that are relevant at large scale, or for low energy experiments. Rece…