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researcher

M. Warchoł

5 papers hereh-index 9567 citations23 works total

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

author position
  • last author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20122019
most citedMol-CycleGAN - a generative model for molecular optimization

270 citations · 278 across the 5 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

stat.ME2014★ 5 cited

Nonparametric estimation of extremal dependence

Anna Kiriliouk, Johan Segers, Michal Warchol

There is an increasing interest to understand the dependence structure of a random vector not only in the center of its distribution but also in the tails. Extreme-value theory tac…

stat.ME2014★ 3 cited

Statistics for Tail Processes of Markov Chains

Holger Drees, Johan Segers, Michał Warchoł

At high levels, the asymptotic distribution of a stationary, regularly varying Markov chain is conveniently given by its tail process. The latter takes the form of a geometric rand…

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