Jan Boelts

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Discriminatively Trained

Boltzmann Machine

Generative Model

Spatial Filtering

Top Venues

Publications

Jan Boelts, Philipp Harth, Richard Gao, Daniel Udvary, Felipe Yáñez, Daniel Baum, Hans-Christian Hege, Marcel Oberländer, Jakob H. Macke
Simulation-based inference for efficient identification of generative models in computational connectomics. PLoS Comput. Biol. 19 (9) (2023)
Jan Boelts
Model Comparison in Approximate Bayesian Computation. CoRR (2022)
Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
GATSBI: Generative Adversarial Training for Simulation-Based Inference. CoRR (2022)
Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
GATSBI: Generative Adversarial Training for Simulation-Based Inference. ICLR (2022)
Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
Benchmarking Simulation-Based Inference. CoRR (2021)
Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
Benchmarking Simulation-Based Inference. AISTATS (2021)
Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
sbi: A toolkit for simulation-based inference. J. Open Source Softw. 5 (52) (2020)
Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
SBI - A toolkit for simulation-based inference. CoRR (2020)
Jan Boelts, Alexander Cerquera, Andrés Felipe Ruiz Olaya
Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application. IWINAC (1) (2015)