Confavreux, Basile

5 publications

ICLR 2026 Comparing the Learning Dynamics of In-Context Learning and Fine-Tuning in Language Models Basile Confavreux, Aaditya K Singh, Jin Hwa Lee, Amaury Sabran, Andrew M Saxe

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

NeurIPS 2025 Memory by Accident: A Theory of Learning as a Byproduct of Network Stabilization Basile Confavreux, Will Dorrell, Nishil Patel, Andrew M Saxe

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

NeurIPS 2020 A Meta-Learning Approach to (re)discover Plasticity Rules That Carve a Desired Function into a Neural Network Basile Confavreux, Friedemann Zenke, Everton Agnes, Timothy Lillicrap, Tim Vogels