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researcher

Francesco Serafini

4 papers hereh-index 676 citations14 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • stat.CO1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedApproximation of bayesian Hawkes process models with Inlabru

15 citations · 16 across the 3 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

stat.ME2024

Loss-based prior for CART and BART models

F. Serafini, F. Leisen, C. Villa +1

We present a novel prior for tree topology within Bayesian Additive Regression Trees (BART) models. This approach quantifies the hypothetical loss in information and the loss due t…

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