Advancing Methods and Applicability of Simulation-Based Inference in Neuroscience.
PhD thesis, 2023
Simulation-based inference for efficient identification of generative models in computational connectomics.
PLoS Comput. Biol., 2023
Model Comparison in Approximate Bayesian Computation.
CoRR, 2022
GATSBI: Generative Adversarial Training for Simulation-Based Inference.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Benchmarking Simulation-Based Inference.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
sbi: A toolkit for simulation-based inference.
J. Open Source Softw., 2020
Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application.
Proceedings of the Artificial Computation in Biology and Medicine, 2015