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Alexander Wagner

7 papers hereh-index 7161 citations7 works total

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

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

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CG1
  • math.AT1
  • math.FA1
  • q-fin.RM1
  • stat.ML1
same name
  • Alexander Wagner — 2 papers, h 1
  • Alexander Wagner — 1 paper, h 3
  • Alexander Wagner — 1 paper, h 1

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
20152021
most citedEmbeddings of Persistence Diagrams into Hilbert Spaces

35 citations · 52 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

q-fin.RM2019

Portfolio Optimization with Expectile and Omega Functions

Alexander Wagner, Stan Uryasev

This paper proves equivalences of portfolio optimization problems with negative expectile and omega ratio. We derive subgradients for the negative expectile as a function of the po…

math.FA2019★ 1 cited

Nonembeddability of Persistence Diagrams with p>2 Wasserstein Metric

Alexander Wagner

Persistence diagrams do not admit an inner product structure compatible with any Wasserstein metric. Hence, when applying kernel methods to persistence diagrams, the underlying fea…

cs.LG2019★ 35 cited

Embeddings of Persistence Diagrams into Hilbert Spaces

Peter Bubenik, Alexander Wagner

Since persistence diagrams do not admit an inner product structure, a map into a Hilbert space is needed in order to use kernel methods. It is natural to ask if such maps necessari…

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