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researcher

J. Poland

12 papers hereh-index 181.1k citations67 works total

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

author position
  • sole author1
  • first author8
  • middle author1
  • last author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • math.ST2
  • cs.AI1
  • cs.IT1
same name
  • J. Poland — 3 papers, h 72

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
20042018
most citedAdaptive Online Prediction by Following the Perturbed Leader

114 citations · 188 across the 12 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2005★ 114 cited

Adaptive Online Prediction by Following the Perturbed Leader

Marcus Hutter, Jan Poland

When applying aggregating strategies to Prediction with Expert Advice, the learning rate must be adaptively tuned. The natural choice of sqrt(complexity/current loss) renders the a…

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