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Jacob R. Gardner

11 papers hereh-index 566 citations13 works total

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

author position
  • middle author3
  • last author8

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

fields
  • cs.LG5
  • stat.ML5
  • stat.CO1
same name
  • Jacob R. Gardner — 11 papers, h 6
  • Jacob R. Gardner — 7 papers, h 4
  • Jacob R. Gardner — 2 papers, h 2

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
20232026
most citedProvably Scalable Black-Box Variational Inference with Structured Variational Families

1 citations · 2 across the 10 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2024

Stochastic Approximation with Biased MCMC for Expectation Maximization

Samuel Gruffaz, Kyurae Kim, Alain Oliviero Durmus +1

The expectation maximization (EM) algorithm is a widespread method for empirical Bayesian inference, but its expectation step (E-step) is often intractable. Employing a stochastic…

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