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Julia Porcino

3 papers hereh-index 593 citations24 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • stat.AP1
same name
  • Julia Porcino — 1 paper, 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
20202024
most citedPerturbative adaptive importance sampling for Bayesian LOO cross-validation

1 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

stat.ME2024★ 1 cited

Perturbative adaptive importance sampling for Bayesian LOO cross-validation

Joshua C Chang, Xiangting Li, Tianyi Su +4

Importance sampling (IS) is an efficient stand-in for model refitting in performing (LOO) cross-validation (CV) on a Bayesian model. IS inverts the Bayesian update for a single obs…

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