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researcher

M. Jankowiak

30 papers hereh-index 234.2k citations50 works total

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

author position
  • sole author3
  • first author11
  • middle author13
  • last author2

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • stat.ML14
  • hep-ph9
  • cs.LG3
  • stat.ME2
  • cs.SI1
  • hep-ex1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedPyro: Deep Universal Probabilistic Programming

572 citations · 2k across the 30 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023

Reparameterized Variational Rejection Sampling

Martin Jankowiak, Du Phan

Traditional approaches to variational inference rely on parametric families of variational distributions, with the choice of family playing a critical role in determining the accur…

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