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P. Grünwald

17 papers hereh-index 315.1k citations144 works total

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

author position
  • sole author2
  • first author10
  • middle author2
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • math.ST4
  • cs.AI3
  • cs.IT2
  • stat.ME1
same name
  • P. Grünwald — 4 papers, h 6
  • P. Grünwald — 3 papers, h 6
  • P. Grünwald — 1 paper, h 3

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
20032022
most citedA tutorial introduction to the minimum description length principle

254 citations · 494 across the 16 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 7 cited

A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity

Peter D. Grünwald, Nishant A. Mehta

We present a novel notion of complexity that interpolates between and generalizes some classic existing complexity notions in learning theory: for estimators like empirical risk mi…

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