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researcher

A. Doucet

6 papers hereh-index 9050.1k citations457 works total

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

author position
  • middle author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML2
  • math.OC1
  • stat.CO1
same name
  • A. Doucet — 5 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
conditional sampling 1diffusion models 1kernel methods 1spectral methods 1stochastic processes 1

From the 1 of 6 linked papers with an AI index.

activity
20242026
most citedSpectral Diffusion Processes

1 citations · 1 across the 1 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2025

Simulating Diffusion Bridges with Score Matching

Jeremy Heng, Valentin De Bortoli, Arnaud Doucet +1

We consider the problem of simulating diffusion bridges, which are diffusion processes that are conditioned to initialize and terminate at two given states. The simulation of diffu…

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