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Patrick Kidger

Identifiers

  • name variant Patrick Kidger 0.60 · backfill

Papers (16)

  1. Optimistix: modular optimisation in JAX and Equinox math.OC · 2024 · author #3
  2. Lineax: unified linear solves and linear least-squares in JAX and Equinox cs.MS · 2023 · author #3
  3. On Neural Differential Equations cs.LG · 2022 · author #1
  4. Equinox: neural networks in JAX via callable PyTrees and filtered transformations cs.LG · 2021 · author #1
  5. Neural Controlled Differential Equations for Online Prediction Tasks cs.LG · 2021 · author #2
  6. Efficient and Accurate Gradients for Neural SDEs cs.LG · 2021 · author #1
  7. Neural SDEs as Infinite-Dimensional GANs cs.LG · 2021 · author #1
  8. "Hey, that's not an ODE": Faster ODE Adjoints via Seminorms cs.LG · 2020 · author #1
  9. Neural Rough Differential Equations for Long Time Series cs.LG · 2020 · author #3
  10. A Generalised Signature Method for Multivariate Time Series Feature Extraction cs.LG · 2020 · author #3
  11. Generalised Interpretable Shapelets for Irregular Time Series cs.LG · 2020 · author #1
  12. Neural Controlled Differential Equations for Irregular Time Series cs.LG · 2020 · author #1
  13. Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU cs.LG · 2020 · author #1
  14. The degree-$(n+1)$ polynomials are the most difficult $C^{\,n + 1}$ functions to uniformly approximate with degree-$n$ polynomials math.CA · 2020 · author #1
  15. Universal Approximation with Deep Narrow Networks cs.LG · 2019 · author #1
  16. Deep Signature Transforms cs.LG · 2019 · author #2

Mentions

  • 2402.09983 #3 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2311.17283 #3 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2202.02435 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2111.00254 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2105.13493 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2106.11028 #2 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2009.08295 #3 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2102.03657 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2009.09457 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2006.00873 #3 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2001.00706 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2005.08926 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 1905.08539 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2005.13948 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 2001.00668 #1 · arxiv_oai · confidence 0.70 Patrick Kidger
  • 1905.08494 #2 · arxiv_oai · confidence 0.70 Patrick Kidger

Frequent Coauthors