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researcher

A. Kucukelbir

10 papers hereh-index 129.2k citations29 works total

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

author position
  • first author4
  • middle author4
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3
  • stat.CO2

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedVariational Inference: A Review for Statisticians

3.9k citations · 4.5k across the 10 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

stat.ML2014★ 4 cited

Population Empirical Bayes

Alp Kucukelbir, David M. Blei

Bayesian predictive inference analyzes a dataset to make predictions about new observations. When a model does not match the data, predictive accuracy suffers. We develop populatio…

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