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P. Halmos

5 papers hereh-index 450 citations12 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
adiabatic transport 1annealing schedules 1density reconstruction 1schrödinger operators 1score-based diffusion models 1spectral gap 1

From the 1 of 5 linked papers with an AI index.

activity
20242026
collaborators
Showing math-phShow all

1 paper · 1 filter

math-ph2026

The Score Hamiltonian: Mapping Diffusion Models to Adiabatic Transport

Peter Halmos, Boris Hanin

The paper establishes an exact link between score‑based diffusion model sampling and adiabatic transport of ground states of specially constructed Schrödinger operators, providing…

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