Greenberg, David;Nonnenmacher, Marcel;Macke, Jakob.Automatic Posterior Transformation for Likelihood-Free Inference.Proceedings of the 36th International Conference on Machine Learning.PMLR.2019

Tejero Cantero, Álvaro.Automatic Data-driven Inference of Mechanistic Models (ADIMEM).2019

Tejero Cantero, Álvaro.Automatic Data-driven Inference of Mechanistic Models (ADIMEM).2019

Boelts, Jan;Lueckmann, Jan-Matthis;Goncalves, Pedro;Sprekeler, Henning;Macke, Jakob H.Model selection via neural density estimation.Conference on Cognitive Computational Neuroscience 2019, Berlin, Germany.2019

Chintaluri, Chaitanya;Podlaski, William F;Goncalves, Pedro J;Lueckman, Jan-Matt his;Macke, Jakob H;P, Vogels Tim.A standardised formalism for voltage-gated ion channel models.28th Annual Computational Neuroscience Meeting, Barcelona, Spain.2019

Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob H.Amortised inference for mechanistic models of neural dynamics.Bernstein Conference 2019, Berlin, Germany.2019

Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob H.Inferring the parameters of neural simulations from high-dimensional observations.Bernstein Conference 2019, Berlin, Germany.2019

Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob H.Amortised inference for mechanistic models of neural dynamics.Computational and Systems Neuroscience Meeting (COSYNE) 2019, Lisbon, Portugal.2019

Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob H.Inferring the parameters of neural simulations from high-dimensional observations.Computational and Systems Neuroscience (COSYNE) 2019, Lisbon, Portugal.2019

Boelts, Jan;Harth, Philipp;Yanez, Felipe;Hege, Hans-Christian;Oberlaender, Marcel;Macke, Jakob H..Bayesian inference for synaptic connectivity rules in anatomically realistic cortical connectomes.Bernstein Conference 2019, Berlin, Germany.2019