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cs.LG2026
The Tangled Web They Weave: Exploring Neural Representations with Directed Simplicial Complexes
Michael Bleher
Understanding how artificial neural networks (ANNs) represent and combine features internally is a central challenge in mechanistic interpretability. Existing neural circuit-discov…
math.AP2026
A Riemannian Autocorrelation Function and its Application to Non-Local Isoperimetric Energies
Michael Bleher, Denis Brazke, Sebastian Nill
We study a family of non-local isoperimetric energies on the round sphere , where the non-local interaction kernel is the fundamental s…