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researcher

G. Taylor

10 papers hereh-index 221.8k citations123 works total

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

author position
  • sole author1
  • first author1
  • middle author8

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

fields
  • q-fin.RM4
  • stat.ME4
  • stat.AP1
  • stat.ML1
same name
  • G. Taylor — 123 papers, h 0
  • G. Taylor — 101 papers, h 48
  • G. Taylor — 36 papers, h 35
  • G. Taylor — 33 papers, h 22
  • G. Taylor — 32 papers, h 79
  • G. Taylor — 27 papers, h 17

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
20202023
most citedModelling and understanding count processes through a Markov-modulated non-homogeneous Poisson process framework

22 citations · 82 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023★ 19 cited

Machine Learning with High-Cardinality Categorical Features in Actuarial Applications

Benjamin Avanzi, Greg Taylor, Melantha Wang +1

High-cardinality categorical features are pervasive in actuarial data (e.g. occupation in commercial property insurance). Standard categorical encoding methods like one-hot encodin…

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