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researcher

Wouter M. Koolen

41 papers hereh-index 282.5k citations80 works total

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

author position
  • first author7
  • middle author14
  • last author20

Across the 41 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG14
  • stat.ML10
  • math.ST7
  • math.OC3
  • cs.CC1
  • cs.GT1
same name
  • Wouter M. Koolen — 2 papers

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
20082026
most citedFollow the Leader If You Can, Hedge If You Must

93 citations · 326 across the 39 of their papers we have counts for

collaborators
Showing 2011Show all

2 papers · 1 filter

stat.ML2011

Adaptive Hedge

Tim van Erven, Peter Grünwald, Wouter M. Koolen +1

Most methods for decision-theoretic online learning are based on the Hedge algorithm, which takes a parameter called the learning rate. In most previous analyses the learning rate…

q-fin.PR2011★ 4 cited

Probability-free pricing of adjusted American lookbacks

A. Philip Dawid, Steven de Rooij, Peter Grunwald +5

Consider an American option that pays G(X^*_t) when exercised at time t, where G is a positive increasing function, X^*_t := \sup_{s\le t}X_s, and X_s is the price of the underlyin…

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