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researcher

G. Papamakarios

20 papers hereh-index 2010.7k citations35 works total

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

author position
  • sole author2
  • first author4
  • middle author8
  • last author5

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • stat.ML12
  • cs.LG4
  • physics.comp-ph3
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedNormalizing Flows for Probabilistic Modeling and Inference

345 citations · 1.1k across the 20 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ML2017★ 200 cited

Masked Autoregressive Flow for Density Estimation

George Papamakarios, Theo Pavlakou, Iain Murray

Autoregressive models are among the best performing neural density estimators. We describe an approach for increasing the flexibility of an autoregressive model, based on modelling…

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