Patrick Kidger

Researcher, ML, Cradle

Joined

September 2019

Names

Patrick Kidger (Preferred)

Emails

****@maths.ox.ac.uk (Confirmed)

****@kidger.site (Confirmed)

Personal Links

Career & Education History

Researcher

ML, Cradle (cradle.bio)

2024 – Present

Researcher

Google X, Google X (google.com)

2022 – 2024

PhD student

Mathematics, University of Oxford (ox.ac.uk)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

software

Present

differential equations

Present

neural sdes

Present

neural cdes

Present

neural odes

Present

neural stochastic differential equations

Present

neural controlled differential equations

Present

neural ordinary differential equations

Present

neural differential equations

Present

jax

Present

pytorch

Present

autodifferentiation

Present

Publications

AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
Ori Press, Brandon Amos, Haoyu Zhao, Yikai Wu, Samuel Ainsworth, Dominik Krupke, Patrick Kidger, Touqir Sajed, Bartolomeo Stellato, Jisun Park, Nathanael Bosch, Eli Meril, Albert Steppi, Arman Zharmagambetov, Fangzhao Zhang, David Pérez-Piñeiro, Alberto Mercurio, Ni Zhan, Talor Abramovich, Kilian Lieret et al. (4 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Lineax: unified linear solves and linear least-squares in JAX and Equinox
Jason Michael Rader, Terry Lyons, Patrick Kidger
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
On the Choice of Interpolation Scheme for Neural CDEs
James Morrill, Patrick Kidger, Lingyi Yang, Terry Lyons
- Accepted by TMLR
- Readers: Everyone
Efficient and Accurate Gradients for Neural SDEs
Patrick Kidger, James Foster, Xuechen Li, Terry Lyons
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU
Patrick Kidger, Terry Lyons
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
Neural SDEs Made Easy: SDEs are Infinite-Dimensional GANs
Patrick Kidger, James Foster, Xuechen Li, Harald Oberhauser, Terry Lyons
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Neural CDEs for Long Time Series via the Log-ODE Method
James Morrill, Patrick Kidger, Cristopher Salvi, James Foster, Terry Lyons
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
"Hey, that's not an ODE'": Faster ODE Adjoints with 12 Lines of Code
Patrick Kidger, Ricky T. Q. Chen, Terry Lyons
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
"Hey, that's not an ODE": Faster ODE Adjoints with 12 Lines of Code
Patrick Kidger, Ricky T. Q. Chen, Terry J. Lyons
- 2020 (modified: 14 May 2023)
- CoRR 2020
- Readers: Everyone
Neural Controlled Differential Equations for Irregular Time Series
Patrick Kidger, James Morrill, James Foster, Terry J. Lyons
- 2020 (modified: 05 Nov 2022)
- NeurIPS 2020
- Readers: Everyone

Co-Authors

View all 33 co-authors