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researcher

E. Parrado-Hernández

4 papers hereh-index 171k citations41 works total

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

author position
  • middle author4

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

fields
  • cs.LG3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedPAC-Bayes bounds for stable algorithms with instance-dependent priors

14 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 14 cited

PAC-Bayes bounds for stable algorithms with instance-dependent priors

Omar Rivasplata, Emilio Parrado-Hernandez, John Shawe-Taylor +2

PAC-Bayes bounds have been proposed to get risk estimates based on a training sample. In this paper the PAC-Bayes approach is combined with stability of the hypothesis learned by a…

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