Fabio Sigrist
Scholar

Fabio Sigrist

Google Scholar ID: XRxx4xkAAAAJ
ETH Zurich
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Citations & Impact
All-time
Citations
1,192
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
8 items
Selecting Hyperparameters for Tree-Boosting
2026
Cited
0
Scalable non-separable spatio-temporal Gaussian process models for large-scale short-term weather prediction
2026
Cited
0
Vecchia-Inducing-Points Full-Scale Approximations for Gaussian Processes
2025
Cited
0
Simultaneous estimation of the effective reproduction number and the time series of daily infections: Application to Covid-19
2025
Cited
0
Scalable Computations for Generalized Mixed Effects Models with Crossed Random Effects Using Krylov Subspace Methods
2025
Cited
0
An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data
2025
Cited
0
A Spatio-Temporal Machine Learning Model for Mortgage Credit Risk: Default Probabilities and Loan Portfolios
arXiv.org · 2024
Cited
1
Iterative Methods for Full-Scale Gaussian Process Approximations for Large Spatial Data
arXiv.org · 2024
Cited
2
Resume (English only)
Co-authors
7 total
Hans R. Kuensch
Hans R. Kuensch
Seminar fur Statistik, Department of Mathematics, ETH Zurich
Co-author 2
Co-author 2
Reinhard Furrer
Reinhard Furrer
Professor of Applied Statistics, University of Zurich
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Christoph Hirnschall
Christoph Hirnschall
AI Engineer at Google
Co-author 7
Co-author 7