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List of works by Terry Lyons

A signature-based machine learning model for distinguishing bipolar disorder and borderline personality disorder

scientific article published on 13 December 2018

A signed measure on rough paths associated to a PDE of high order: results and conjectures

scientific article published in 2009

A structure theorem for streamed information

scientific article published in 2023

An Asymptotic Radius of Convergence for the Loewner Equation and Simulation of $$SLE_{\kappa }$$ Traces via Splitting

scientific article published in 2022

An extension theorem to rough paths

article published in 2007

Convergence of a Branching Particle Method to the Solution of the Zakai Equation

article

Deep Signature Transforms

scientific article published in January 2019

Differential equations driven by rough signals

scientific article published in 1998

Flow Equations on Spaces of Rough Paths

Function theory, random paths and covering spaces

scientific article published in 1984

Instability of the Liouville property for quasi-isometric Riemannian manifolds and reversible Markov chains

scientific article published in 1987

Instability of the conservative property under quasi-isometries

scientific article published in 1991

Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition.

scientific article

Neural Controlled Differential Equations for Irregular Time Series

scientific article published in November 2020

Nonlinear filtering and measure-valued processes

article published in 1997

Physical Brownian motion in a magnetic field as a rough path

System Control and Rough Paths

The signature of a rough path: Uniqueness

Uniqueness for the signature of a path of bounded variation and the reduced path group