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Anastasis Kratsios

ETH Zürich

46 papers hereh-index 8351 citations59 works total

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

author position
  • sole author5
  • first author16
  • middle author13
  • last author11

Across the 45 of 46 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • stat.ML9
  • q-fin.MF3
  • q-fin.CP2
  • cs.CC1
  • cs.CV1
affiliations
  • ETH Zürich
Homepage
same name
  • Anastasis Kratsios — 30 papers, h 9

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
20152026
most citedThe Universal Approximation Property

74 citations · 120 across the 41 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-fin.RM2019★ 1 cited

Partial Uncertainty and Applications to Risk-Averse Valuation

Anastasis Kratsios

This paper introduces an intermediary between conditional expectation and conditional sublinear expectation, called R-conditioning. The R-conditioning of a random-vector in L2 i…

stat.ML2019★ 74 cited

The Universal Approximation Property

Anastasis Kratsios

The universal approximation property of various machine learning models is currently only understood on a case-by-case basis, limiting the rapid development of new theoretically ju…

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