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researcher

Ryan Giordano

23 papers hereh-index 12623 citations31 works total

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

author position
  • first author14
  • middle author9

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

fields
  • stat.ME13
  • stat.ML4
  • cs.DC2
  • math.ST2
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedCovariances, Robustness, and Variational Bayes

58 citations · 152 across the 23 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014

Covariance Matrices for Mean Field Variational Bayes

Ryan Giordano, Tamara Broderick

Mean Field Variational Bayes (MFVB) is a popular posterior approximation method due to its fast runtime on large-scale data sets. However, it is well known that a major failing of…

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