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researcher

R. Zinkov

5 papers hereh-index 9589 citations19 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20162020
most citedComposing inference algorithms as program transformations

15 citations · 27 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 4 cited

Amortized Rejection Sampling in Universal Probabilistic Programming

Saeid Naderiparizi, Adam Ścibior, Andreas Munk +9

Naive approaches to amortized inference in probabilistic programs with unbounded loops can produce estimators with infinite variance. This is particularly true of importance sampli…

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