Patrick Kidger
MMath
Status:
Postgraduate Student
DPhil student in the EPSRC Centre for Partial Differential Equations
Personal website:
+44 1865 615106
Research groups:
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Research interests:
- Theory of neural networks
- Applications of the signature transform to deep learning
Further details:
A mathematician who enjoys martial arts, ice skating and scuba diving.
Master's Dissertation: Polynomial Approximation of Holomorphic Functions
My supervisor is Terry Lyons.
Teaching:
TA for C8.2 Stochastic Analysis and PDEs
(Hilary Term 2019)
TA for C4.1 Further Functional Analysis
(Michaelmas Term 2018)
Tutor for C8.2 Stochastic Analysis and PDEs
(Trinity Term 2018)
Major / recent publications:
Universal Approximation with Deep Narrow Networks
Patrick Kidger, Terry Lyons, 2019
arXiv:1905.08539
Deep Signatures
Patric Bonnier, Patrick Kidger, Imanol Perez Arribas, Cristopher Salvi, Terry Lyons, 2019
arXiv:1905.08494