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Fabio Sigrist

13 papers hereh-index 323 citations15 works total

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

author position
  • middle author1
  • last author12

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

fields
  • stat.ME5
  • stat.ML3
  • stat.CO2
  • cs.LG1
  • q-fin.RM1
  • stat.AP1
same name
  • Fabio Sigrist — 13 papers, h 13

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
20232026
most citedIterative Methods for Vecchia-Laplace Approximations for Latent Gaussian Process Models

4 citations · 4 across the 11 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

Vecchia-Inducing-Points Full-Scale Approximations for Gaussian Processes

Tim Gyger, Reinhard Furrer, Fabio Sigrist

Gaussian processes are flexible, probabilistic, non-parametric models widely used in machine learning and statistics. However, their scalability to large data sets is limited by co…

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