33 citations · 182 across the 20 of their papers we have counts for
4 papers · 1 filter
Gaussian process with derivative information for the analysis of the sunlight adverse effects on color of rock art paintings
Gabriel Riutort-Mayol, Michael Riis Andersen, Aki Vehtari +1
Microfading Spectrometry (MFS) is a method for assessing light sensitivity color (spectral) variations of cultural heritage objects. The MFS technique provides measurements of the…
Uncertainty-aware Sensitivity Analysis Using Rényi Divergences
Topi Paananen, Michael Riis Andersen, Aki Vehtari
For nonlinear supervised learning models, assessing the importance of predictor variables or their interactions is not straightforward because it can vary in the domain of the vari…
Bayesian leave-one-out cross-validation for large data
Måns Magnusson, Michael Riis Andersen, Johan Jonasson +1
Model inference, such as model comparison, model checking, and model selection, is an important part of model development. Leave-one-out cross-validation (LOO) is a general approac…
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
A typical audio signal processing pipeline includes multiple disjoint analysis stages, including calculation of a time-frequency representation followed by spectrogram-based featur…