Williams, Ezekiel

4 publications

ICLR 2025 Expressivity of Neural Networks with Random Weights and Learned Biases Ezekiel Williams, Alexandre Payeur, Avery Hee-Woon Ryoo, Thomas Jiralerspong, Matthew G Perich, Luca Mazzucato, Guillaume Lajoie

ICMLW 2024 Expressivity of Neural Networks with Fixed Weights and Learned Biases Ezekiel Williams, Avery Hee-Woon Ryoo, Thomas Jiralerspong, Alexandre Payeur, Matthew G Perich, Luca Mazzucato, Guillaume Lajoie

ICML 2023 Flexible Phase Dynamics for Bio-Plausible Contrastive Learning Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie

NeurIPS 2023 Formalizing Locality for Normative Synaptic Plasticity Models Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake Richards, Guillaume Lajoie