Concepedia

Patrick Kidger

PK

Statistics

Publications

13

Citations

599

H-Index

10

Active since

2019

Affiliations

University of Oxford(Current)

Patrick Kidger is an author at University of Oxford specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceComputational NeuroscienceDeep LearningRobot LearningComputer EngineeringNeuroscienceSocial Sciences

Publications per year

2019–2024

13

Publications

13

Neural Controlled Differential Equations for Irregular Time Series

Patrick Kidger, James Morrill, James Foster et al. · arXiv (Cornell University) · 2020 · 154 citations · Full text

Deterministic Dynamical System, Engineering, Machine Learning +11

On Neural Differential Equations

Patrick Kidger · arXiv (Cornell University) · 2022 · 120 citations · Full text

Applied Mathematical Modelling, Engineering, Neurodynamics +13

Neural Controlled Differential Equations for Irregular Time Series

Patrick Kidger, James Morrill, James Foster et al. · Neural Information Processing Systems · 2020 · 76 citations

Controlled Differential Equations, Deterministic Dynamical System, Engineering +12

Deep Signature Transforms

Patric Bonnier, Patrick Kidger, Imanol Pérez Arribas et al. · arXiv (Cornell University) · 2019 · 53 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU

Patrick Kidger, Terry Lyons · arXiv (Cornell University) · 2020 · 51 citations · Full text

Engineering, Machine Learning, Gpu Benchmarking +23

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