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researcher

R. Ranganath

23 papers hereh-index 4112.3k citations126 works total

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

author position
  • first author1
  • middle author7
  • last author14

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • cs.LG8
  • cs.AI1
  • cs.CL1
  • cs.PL1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedAutomatic Variational Inference in Stan

70 citations · 191 across the 13 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.ML2016

Automatic Differentiation Variational Inference

Alp Kucukelbir, Dustin Tran, Rajesh Ranganath +2

Probabilistic modeling is iterative. A scientist posits a simple model, fits it to her data, refines it according to her analysis, and repeats. However, fitting complex models to l…

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