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researcher

M. Wegkamp

28 papers hereh-index 274.1k citations76 works total

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

author position
  • sole author1
  • first author2
  • middle author3
  • last author21

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • math.ST14
  • stat.ML8
  • stat.ME6

identity via Semantic Scholar / OpenAlex

activity
20042024
most citedSparsity oracle inequalities for the Lasso

246 citations · 927 across the 27 of their papers we have counts for

collaborators
Showing 2012Show all

2 papers · 1 filter

math.ST2012★ 2 cited

An asymptotic total variation test for copulas

Jean-David Fermanian, Dragan Radulovic, Marten Wegkamp

We propose a new goodness-of-fit test for copulas, based on empirical copula processes and their nonparametric bootstrap counterparts. The standard Kolmogorov-Smirnov type test for…

math.ST2012★ 46 cited

Support vector machines with a reject option

Marten Wegkamp, Ming Yuan

This paper studies ℓ1​ regularization with high-dimensional features for support vector machines with a built-in reject option (meaning that the decision of classifying an obs…

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