Optimal execution with rough path signatures
Kalsi, J Lyons, T Arribas, I (02 May 2019)
Nonparametric pricing and hedging of exotic derivatives
Lyons, T Nejad, S Arribas, I (02 May 2019)
Numerical method for model-free pricing of exotic derivatives using rough path signatures
Lyons, T Nejad, S Arribas, I (05 May 2019)
Efficient and Accurate Gradients for Neural SDEs
Kidger, P Foster, J Li, X Lyons, T (27 May 2021)
Learning Spatial-Semantic Context with Fully Convolutional Recurrent
Network for Online Handwritten Chinese Text Recognition
Xie, Z Sun, Z Jin, L Ni, H Lyons, T (09 Oct 2016) http://arxiv.org/abs/1610.02616v2
ImageSig: A signature transform for ultra-lightweight image recognition
Ibrahim, M Lyons, T (13 May 2022)
New directions in the applications of rough path theory
Fermanian, A Lyons, T Morrill, J Salvi, C (09 Feb 2023)
Using path signatures to predict a diagnosis of Alzheimer's disease
Moore, P Gallacher, J Lyons, T (16 Aug 2018)
Neural Controlled Differential Equations for Irregular Time Series
Kidger, P Morrill, J Foster, J Lyons, T (18 May 2020)
Random forest prediction of Alzheimer's disease using pairwise selection from time series data
Moore, P Lyons, T Gallacher, J (09 Aug 2018)
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