Jan Boelts

According to our database, Jan Boelts authored at least 7 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Advancing Methods and Applicability of Simulation-Based Inference in Neuroscience.

Jan Boelts

PhD thesis, 2023

Simulation-based inference for efficient identification of generative models in computational connectomics.

Jan Boelts, Philipp Harth, Richard Gao, Daniel Udvary, Felipe Yáñez, Daniel Baum, Hans-Christian Hege, Marcel Oberländer, Jakob H. Macke

PLoS Comput. Biol., 2023

2022

Model Comparison in Approximate Bayesian Computation.

Jan Boelts

CoRR, 2022

GATSBI: Generative Adversarial Training for Simulation-Based Inference.

Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Benchmarking Simulation-Based Inference.

Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

sbi: A toolkit for simulation-based inference.

Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke

J. Open Source Softw., 2020

2015

Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application.

Jan Boelts, Alexander Cerquera, Andrés Felipe Ruiz Olaya

Proceedings of the Artificial Computation in Biology and Medicine, 2015