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researcher

Daniel J. Williams

4 papers hereh-index 335 citations13 works total

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

author position
  • first author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedEstimating Density Models with Truncation Boundaries using Score Matching

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023

Approximate Stein Classes for Truncated Density Estimation

Daniel J. Williams, Song Liu

Estimating truncated density models is difficult, as these models have intractable normalising constants and hard to satisfy boundary conditions. Score matching can be adapted to s…

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