Jan-Matthis Lueckmann

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Neural Dynamics

Statistical Inference

Discriminatively Trained

Inference Mechanism

Top Venues

Publications

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-Matthis Lueckmann, Giacomo Bassetto, Theofanis Karaletsos, Jakob H. Macke
Likelihood-free inference with emulator networks. CoRR (2018)
Jan-Matthis Lueckmann, Giacomo Bassetto, Theofanis Karaletsos, Jakob H. Macke
Likelihood-free inference with emulator networks. AABI (2018)
Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto, Kaan Öcal, Marcel Nonnenmacher, Jakob H. Macke
Flexible statistical inference for mechanistic models of neural dynamics. NIPS (2017)