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researcher

W. Kotłowski

20 papers hereh-index 231.6k citations72 works total

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

author position
  • sole author2
  • first author4
  • middle author9
  • last author5

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.IT1
  • math.OC1
  • math.ST1
  • quant-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedThe Many Faces of Exponential Weights in Online Learning

63 citations · 198 across the 19 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.LG2016★ 9 cited

Online Isotonic Regression

Wojciech Kotłowski, Wouter M. Koolen, Alan Malek

We consider the online version of the isotonic regression problem. Given a set of linearly ordered points (e.g., on the real line), the learner must predict labels sequentially at…

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