Mathematics PhD. Researching neural differential equations and rough path theory.
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University of Oxford
- Oxford
- @ML_BenWalker
Popular repositories Loading
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log-neural-cdes
log-neural-cdes PublicCode for "Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference" (ICML 2024)
Jupyter Notebook 22
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heart-murmur-detection
heart-murmur-detection PublicDual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)
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selective-ssms-and-linear-cdes
selective-ssms-and-linear-cdes PublicCode for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)
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structured-linear-cdes
structured-linear-cdes PublicCode for "Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models"
Jupyter Notebook 14
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