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Thibault Vatter

11 papers hereh-index 10386 citations22 works total

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

author position
  • first author2
  • middle author3
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.ML3
  • cs.LG2
  • q-fin.MF1
  • q-fin.PR1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedCopulas as High-Dimensional Generative Models: Vine Copula Autoencoders

22 citations · 45 across the 10 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

q-fin.MF2016★ 3 cited

Dependent Defaults and Losses with Factor Copula Models

Damien Ackerer, Thibault Vatter

We present a class of flexible and tractable static factor models for the term structure of joint default probabilities, the factor copula models. These high-dimensional models rem…

stat.ME2016

Generalized Additive Models for Pair-Copula Constructions

Thibault Vatter, Thomas Nagler

Pair-copula constructions are flexible dependence models that use bivariate copulas as building blocks. In this paper, we use generalized additive models to extend them by allowing…

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