A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network. - Basile Confavreux; Friedemann Zenke; Everton J. Agnes; Timothy P. Lillicrap; Tim P. Vogels (NeurIPS, 2020)

Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference. - Basile Confavreux; Poornima Ramesh; Pedro J. Gonçalves; Jakob H. Macke; Tim P. Vogels (NeurIPS, 2023)

Multifidelity Simulation-based Inference for Computationally Expensive Simulators. - Anastasia N. Krouglova; Hayden R. Johnson; Basile Confavreux; Michael Deistler; Pedro J. Gonçalves (CoRR, 2025)