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researcher

Elias Hess-Childs

11 papers hereh-index 340 citations11 works total

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

author position
  • sole author1
  • first author8
  • middle author1
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.AP6
  • math.PR4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedHigher-order propagation of chaos in L2 for interacting diffusions

7 citations · 9 across the 11 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Radon--Wasserstein Gradient Flows for Interacting-Particle Sampling in High Dimensions

Elias Hess-Childs, Dejan Slepčev, Lantian Xu

Gradient flows of the Kullback--Leibler (KL) divergence, such as the Fokker--Planck equation and Stein Variational Gradient Descent, evolve a distribution toward a target density k…

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