Pedro J. Gonçalves

18 papers A* 3A 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Combined statistical-biophysical modeling links ion channel genes to physiology of cortical neuron types. Patterns Yves Bernaerts, Michael Deistler, Pedro J. Gonçalves, Jonas Beck, Marcel Stimberg, Federico Scala, Andreas S. Tolias, Jakob H. Macke, Dmitry Kobak, Philipp Berens
2025	J	`jnl`	Inferring response times of perceptual decisions with Poisson variational autoencoders. CoRR Hayden R. Johnson, Anastasia N. Krouglova, Hadi Vafaii, Jacob L. Yates, Pedro J. Gonçalves
2025	J	`jnl`	Multifidelity Simulation-based Inference for Computationally Expensive Simulators. CoRR Anastasia N. Krouglova, Hayden R. Johnson, Basile Confavreux, Michael Deistler, Pedro J. Gonçalves
2025	J	`jnl`	Simulation-Based Inference: A Practical Guide. CoRR Michael Deistler, Jan Boelts, Peter Steinbach, Guy Moss, Thomas Moreau, Manuel Glöckler, Pedro L. C. Rodrigues, Julia Linhart, Janne K. Lappalainen, Benjamin Kurt Miller, Pedro J. Gonçalves, Jan-Matthis Lueckmann, Cornelius Schröder, Jakob H. Macke
2025	J	`jnl`	Uncertainty mapping and probabilistic tractography using Simulation-based Inference in diffusion MRI: A comparison with classical Bayes. Medical Image Anal. J. P. Manzano-Patrón, Michael Deistler, Cornelius Schröder, Theodore Kypraios, Pedro J. Gonçalves, Jakob H. Macke, Stamatios N. Sotiropoulos
2025	J	`jnl`	sbi reloaded: a toolkit for simulation-based inference workflows. J. Open Source Softw. Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2024	J	`jnl`	sbi reloaded: a toolkit for simulation-based inference workflows. CoRR Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2023	A*	`conf`	Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference. NeurIPS Basile Confavreux, Poornima Ramesh, Pedro J. Gonçalves, Jakob H. Macke, Tim P. Vogels
2022	A*	`conf`	GATSBI: Generative Adversarial Training for Simulation-Based Inference. ICLR Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2022	J	`jnl`	GATSBI: Generative Adversarial Training for Simulation-Based Inference. CoRR Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2022	A*	`conf`	Truncated proposals for scalable and hassle-free simulation-based inference. NeurIPS Michael Deistler, Pedro J. Gonçalves, Jakob H. Macke
2022	J	`jnl`	Truncated proposals for scalable and hassle-free simulation-based inference. CoRR Michael Deistler, Pedro J. Gonçalves, Jakob H. Macke
2021	A	`conf`	Benchmarking Simulation-Based Inference. AISTATS Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2021	J	`jnl`	Benchmarking Simulation-Based Inference. CoRR Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2021	J	`jnl`	Integration of sleep homeostasis and navigation in Drosophila. PLoS Comput. Biol. Andrés Flores Valle, Pedro J. Gonçalves, Johannes D. Seelig
2020	J	`jnl`	SBI - A toolkit for simulation-based inference. CoRR Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
2020	J	`jnl`	sbi: A toolkit for simulation-based inference. J. Open Source Softw. Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
2017	—	`conf`	Flexible statistical inference for mechanistic models of neural dynamics. NIPS Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto, Kaan Öcal, Marcel Nonnenmacher, Jakob H. Macke