Greenberg, David;Nonnenmacher, Marcel;Macke, JakobAutomatic Posterior Transformation for Likelihood-Free InferenceProceedings of the 36th International Conference on Machine LearningPMLR2019
Boelts, Jan;Lueckmann, Jan-Matthis;Goncalves, Pedro;Sprekeler, Henning;Macke, Jakob HModel selection via neural density estimationConference on Cognitive Computational Neuroscience 2019, Berlin, Germany2019
Chintaluri, Chaitanya;Podlaski, William F;Goncalves, Pedro J;Lueckman, Jan-Matt his;Macke, Jakob H;P, Vogels TimA standardised formalism for voltage-gated ion channel models28th Annual Computational Neuroscience Meeting, Barcelona, Spain2019
Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob HAmortised inference for mechanistic models of neural dynamicsBernstein Conference 2019, Berlin, Germany2019
Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob HInferring the parameters of neural simulations from high-dimensional observationsBernstein Conference 2019, Berlin, Germany2019
Lueckmann, Jan-Matthis;Goncalves, Pedro;Chintaluri, Chaitanya;Podlaski, William F;Bassetto, Giacomo;Vogels, Tim P;Macke, Jakob HAmortised inference for mechanistic models of neural dynamicsComputational and Systems Neuroscience Meeting (COSYNE) 2019, Lisbon, Portugal2019
Nonnenmacher, Marcel;Lueckmann, Jan-Matthis;Bassetto, Giacomo;Goncalves, Pedro J;Macke, Jakob HInferring the parameters of neural simulations from high-dimensional observationsComputational and Systems Neuroscience (COSYNE) 2019, Lisbon, Portugal2019
Boelts, Jan;Harth, Philipp;Yanez, Felipe;Hege, Hans-Christian;Oberlaender, Marcel;Macke, Jakob H.Bayesian inference for synaptic connectivity rules in anatomically realistic cortical connectomesBernstein Conference 2019, Berlin, Germany2019
Deistler, Michael;Pedro, Goncalves J.;Lueckmann, Jan-Matthis;Oecal, Kaan;Greenberg, David S.;Macke, Jakob H.Statistical inference for analyzing sloppiness in neuroscience modelsBernstein Conference 2019, Berlin, Germany2019
Ramesh, Poornima;Atayi, Mohamad;Macke, Jakob HAdversarial training of neural encoding modelsCRC Robust Vision Retreat, Heiligkreuztal, Germany2019