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researcher

Jonathan Huggins

Boston University

11 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 author6
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG2
  • math.ST1
  • q-bio.QM1
  • stat.CO1
  • stat.ME1
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
20152021
most citedValidated Variational Inference via Practical Posterior Error Bounds

9 citations · 23 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

Challenges and Opportunities in High-dimensional Variational Inference

Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe +3

Current black-box variational inference (BBVI) methods require the user to make numerous design choices -- such as the selection of variational objective and approximating family -…

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