Latent Gaussian Model Boosting

19 May 2021

Papers citing "Latent Gaussian Model Boosting"

7 / 7 papers shown

Title
Scalable Computations for Generalized Mixed Effects Models with Crossed Random Effects Using Krylov Subspace Methods Pascal Kündig Fabio Sigrist 86 0 0 14 May 2025
A Spatio-Temporal Machine Learning Model for Mortgage Credit Risk: Default Probabilities and Loan Portfolios Pascal Kündig Fabio Sigrist 64 1 0 03 Oct 2024
Iterative Methods for Full-Scale Gaussian Process Approximations for Large Spatial Data Tim Gyger Reinhard Furrer Fabio Sigrist 65 2 0 23 May 2024
Iterative Methods for Vecchia-Laplace Approximations for Latent Gaussian Process Models Pascal Kündig Fabio Sigrist 34 3 0 18 Oct 2023
A Comparison of Machine Learning Methods for Data with High-Cardinality Categorical Variables Fabio Sigrist 85 5 0 05 Jul 2023
MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information Zhiwei Wang Fa Zhang Conghui Zheng Xianghong Hu Mingxuan Cai Can Yang 33 1 0 05 Mar 2023
Machine Learning with High-Cardinality Categorical Features in Actuarial Applications Benjamin Avanzi G. Taylor Melantha Wang Bernard Wong 86 13 0 30 Jan 2023