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researcher

M. Hogsgaard

13 papers hereh-index 460 citations20 works total

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

author position
  • sole author3
  • first author6
  • middle author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.GT1
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
boosting 1generalization bounds 1learning theory 1margin theory 1vc-dimension 1

From the 1 of 13 linked papers with an AI index.

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2026

Aggregation with Exponential Weights is Optimal in Expectation

Mikael Møller Høgsgaard, Patrick Rebeschini, Tobias Wegel

The aggregation with exponential weights (AEW) estimator is not fully understood in the basic setting of model selection aggregation with squared loss. In particular, whether it is…

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