Interacting particle systems approximations of the Kushner-Stratonovitch equation
Crişan, D Del Moral, P Lyons, T Advances in Applied Probability volume 31 issue 3 819-838 (01 Sep 1999)
A Personal Perspective on Raghu Varadhan’s Role in the Development of Stochastic Analysis
Lyons, T The Abel Prize 289-314 (01 Dec 2010)
Sketching the order of events
Lyons, T Oberhauser, H (31 Aug 2017)
A signature-based machine learning model for bipolar disorder and borderline personality disorder
Arribas, I Saunders, K Goodwin, G Lyons, T (22 Jul 2017)
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model
Kormilitzin, A Saunders, K Harrison, P Geddes, J Lyons, T (03 Aug 2017)
High order recombination and an application to cubature on Wiener space
Litterer, C Lyons, T (29 Aug 2010)
Rough Paths on Manifolds
Cass, T Litterer, C Lyons, T (04 Feb 2011)
Discretely sampled signals and the rough Hoff process
Flint, G Hambly, B Lyons, T (15 Oct 2013)
Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial
Kormilitzin, A Saunders, K Harrison, P Geddes, J Lyons, T (07 Jun 2016)
Universal Approximation with Deep Narrow Networks
Kidger, P Lyons, T (21 May 2019)
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