Deep Signature Transforms
Bonnier, P Kidger, P Arribas, I Salvi, C Lyons, T (21 May 2019)
Integrability and tail estimates for Gaussian rough differential equations
Cass, T Litterer, C Lyons, T (10 Apr 2011)
Physical Brownian motion in magnetic field as rough path
Friz, P Gassiat, P Lyons, T (11 Feb 2013)
Kusuoka-Stroock gradient bounds for the solution of the filtering equation
Crisan, D Litterer, C Lyons, T (03 Nov 2013)
Uniform Factorial Decay Estimate for the Remainder of Rough Taylor Expansion
Boedihardjo, H Yang, D Lyons, T (13 Feb 2015)
Note on the Signatures of Rough Paths in a Banach Space
Boedihardjo, H Geng, X Lyons, T Yang, D (06 Oct 2015)
A new definition of rough paths on manifolds
Boutaib, Y Lyons, T (27 Oct 2015)
The Signature of a Rough Path: Uniqueness
Boedihardjo, H Geng, X Lyons, T Yang, D (30 Jun 2014)
An optimal polynomial approximation of Brownian motion
Foster, J Lyons, T Oberhauser, H (15 Apr 2019)
The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit
Morrill, J Kormilitzin, A Nevado-Holgado, A Swaminathan, S Howison, S Lyons, T 2016 Computing in Cardiology Conference (CinC) volume 45 page 1-page 4 (30 Dec 2019)
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