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researcher

Jonathan Huggins

Boston University

28 papers hereh-index 181k citations55 works total

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

author position
  • first author15
  • middle author9
  • last author4

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • stat.CO5
  • stat.ME5
  • math.ST4
  • cs.LG3
  • q-bio.QM1
affiliations
  • Boston University
Homepage
same name
  • Jonathan Huggins — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedCoresets for Scalable Bayesian Logistic Regression

113 citations · 294 across the 25 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023

A Targeted Accuracy Diagnostic for Variational Approximations

Yu Wang, Mikołaj Kasprzak, Jonathan H. Huggins

Variational Inference (VI) is an attractive alternative to Markov Chain Monte Carlo (MCMC) due to its computational efficiency in the case of large datasets and/or complex models w…

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