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researcher

IV FrederickA.Matsen

10 papers hereh-index 13644 citations21 works total

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

author position
  • sole author1
  • first author1
  • last author8

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • q-bio.PE4
  • cs.DM2
  • cs.DS1
  • math.CO1
  • stat.AP1
  • stat.ML1
same name
  • IV FrederickA.Matsen — 6 papers, h 3

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
20062022
most citedProbabilistic Path Hamiltonian Monte Carlo

30 citations · 57 across the 7 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 5 cited

A Variational Approach to Bayesian Phylogenetic Inference

Cheng Zhang, Frederick A. Matsen

Bayesian phylogenetic inference is currently done via Markov chain Monte Carlo (MCMC) with simple proposal mechanisms. This hinders exploration efficiency and often requires long r…

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