Basile Confavreux

According to our database, Basile Confavreux authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multifidelity Simulation-based Inference for Computationally Expensive Simulators.

Anastasia N. Krouglova, Hayden R. Johnson, Basile Confavreux, Michael Deistler, Pedro J. Gonçalves

CoRR, February, 2025

Memory by accident: a theory of learning as a byproduct of network stabilization.

Basile Confavreux, William Dorrell, Nishil Patel, Andrew M. Saxe

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2020

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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020