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researcher

Guus Berkelmans

2 papers hereh-index 6139 citations19 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedThe BP Dependency Function: a Generic Measure of Dependence between Random Variables

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

collaborators

2 papers

cs.LG2023★ 1 cited

The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features

Joris Pries, Guus Berkelmans, Sandjai Bhulai +1

Over the past few years, the use of machine learning models has emerged as a generic and powerful means for prediction purposes. At the same time, there is a growing demand for int…

stat.ML2022★ 1 cited

The BP Dependency Function: a Generic Measure of Dependence between Random Variables

Guus Berkelmans, Joris Pries, Sandjai Bhulai +1

Measuring and quantifying dependencies between random variables (RV's) can give critical insights into a data-set. Typical questions are: `Do underlying relationships exist?', `Are…

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