Goncalves, Pedro J.

5 publications

ICLR 2026 Multifidelity Simulation-Based Inference for Computationally Expensive Simulators Anastasia N. Krouglova, Hayden R Johnson, Basile Confavreux, Michael Deistler, Pedro J. Goncalves

NeurIPS 2023 Meta-Learning Families of Plasticity Rules in Recurrent Spiking Networks Using Simulation-Based Inference Basile Confavreux, Poornima Ramesh, Pedro J Goncalves, Jakob H Macke, Tim Vogels

ICLR 2022 GATSBI: Generative Adversarial Training for Simulation-Based Inference Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Goncalves, Jakob H. Macke

NeurIPS 2022 Truncated Proposals for Scalable and Hassle-Free Simulation-Based Inference Michael Deistler, Pedro J Goncalves, Jakob H Macke

NeurIPS 2017 Flexible Statistical Inference for Mechanistic Models of Neural Dynamics Jan-Matthis Lueckmann, Pedro J Goncalves, Giacomo Bassetto, Kaan Öcal, Marcel Nonnenmacher, Jakob H Macke