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researcher

Mathis Gerdes

8 papers hereh-index 5195 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • hep-lat3
  • cs.LG2
  • hep-th2
  • astro-ph.GA1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLearning Lattice Quantum Field Theories with Equivariant Continuous Flows

37 citations · 63 across the 8 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

1 paper · 2 filters

cs.LG2026

Analytic Bijections for Smooth and Interpretable Normalizing Flows

Mathis Gerdes, Miranda C. N. Cheng

A key challenge in normalizing flows is finding expressive invertible scalar bijections. Existing approaches face trade-offs: affine transformations are smooth and analytically inv…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.