Michael Riis Andersen

Bayesian Inference for Structured Spike and Slab Priors

Michael Riis Andersen, Ole Winther, Lars Kai Hansen · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU) · 2014 · 47 citations

Bayesian Statistic, Engineering, Machine Learning +18

Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming

Gabriel Riutort‐Mayol, Paul‐Christian Bürkner, Michael Riis Andersen et al. · Statistics and Computing · 2022 · 46 citations · Full text

Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution

Topi Paananen, Juho Piironen, Michael Riis Andersen et al. · arXiv (Cornell University) · 2017 · 32 citations · Full text

Automatic Relevance Determination, Engineering, Machine Learning +18

Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data

Måns Magnusson, Michael Riis Andersen, Johan Jonasson et al. · arXiv (Cornell University) · 2020 · 30 citations · Full text

Bayesian Statistics, Bayesian Model Comparison, Engineering +15

Bayesian Inference for Spatio-temporal Spike-and-Slab Priors

Michael Riis Andersen, Aki Vehtari, Ole Winther et al. · Aaltodoc (Aalto University) · 2017 · 26 citations · Full text