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Ezekiel Williams

  • Joined April 2021

Names

Ezekiel Williams (Preferred)
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Emails

****@umontreal.ca (Confirmed)
,
****@gmail.com (Confirmed)
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Personal Links

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Career & Education History

PhD student
University of Montreal (umontreal.ca)
2020 – 2024
 
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Advisors, Relations & Conflicts

No relations added

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Expertise

deep learning
Present
 
dynamical systems theory
Present
 
computational neuroscience
Present
 
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Publications

  • 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
    • ICLR 2025 Poster
    • Readers: Everyone
  • 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
    • HiLD at ICML 2024 Poster
    • Readers: Everyone
  • Formalizing locality for normative synaptic plasticity models

    Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake Aaron Richards, Guillaume Lajoie
    • NeurIPS 2023 poster
    • Readers: Everyone
  • Flexible Phase Dynamics for Bio-Plausible Contrastive Learning

    Ezekiel Williams, Colin Bredenberg, Guillaume Lajoie
    • ICML 2023 Poster
    • Readers: Everyone

Co-Authors

  • Alexandre Payeur
  • Avery Hee-Woon Ryoo
  • Blake Aaron Richards
  • Colin Bredenberg
  • Cristina Savin
  • Guillaume Lajoie
  • Luca Mazzucato
  • Matthew G Perich
  • Thomas Jiralerspong
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