Anneli Guthke

According to our database, Anneli Guthke authored at least 7 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Bayesian surrogate training on multiple data sources: a hybrid modeling strategy.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

Stat. Comput., August, 2026

Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models.

Stefania Scheurer, Philipp Reiser, Tim Brünnette, Wolfgang Nowak, Anneli Guthke, Paul-Christian Bürkner

Trans. Mach. Learn. Res., 2026

2025

Uncertainty quantification and propagation in surrogate-based Bayesian inference.

Philipp Reiser, Javier Enrique Aguilar, Anneli Guthke, Paul-Christian Bürkner

Stat. Comput., June, 2025

2024

On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data.

Manuel Álvarez Chaves, Hoshin V. Gupta, Uwe Ehret, Anneli Guthke

Entropy, May, 2024

Replication Code for: Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference.

Philipp Reiser, Javier Enrique Aguilar, Anneli Guthke, Paul-Christian Bürkner

Dataset, March, 2024

2018

A Maximum-Entropy Method to Estimate Discrete Distributions from Samples Ensuring Nonzero Probabilities.

Paul Darscheid, Anneli Guthke, Uwe Ehret

Entropy, 2018

2016

Entropy-Based Experimental Design for Optimal Model Discrimination in the Geosciences.

Wolfgang Nowak, Anneli Guthke

Entropy, 2016