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researcher

M. Kaptein

16 papers hereh-index 10297 citations54 works total

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

author position
  • first author3
  • middle author2
  • last author11

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ME6
  • cs.AI1
  • physics.soc-ph1
  • stat.ML1
same name
  • M. Kaptein — 4 papers, h 22

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
20162026
most citedBayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity

10 citations · 15 across the 12 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

stat.ML2019

Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models

Reza Mohammadi, Matthew Pratola, Maurits Kaptein

Decision trees are flexible models that are well suited for many statistical regression problems. In a Bayesian framework for regression trees, Markov Chain Monte Carlo (MCMC) sear…

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