SigGPDE: scaling sparse Gaussian Processes on sequential data
Lemercier, M
Salvi, C
Cass, T
Bonilla, E
Damoulas, T
Lyons, T
(10 May 2021)
doi:10.48550/arxiv.2105.04211
Higher order kernel mean embeddings to capture filtrations of stochastic processes
Salvi, C
Lemercier, M
Liu, C
Hovarth, B
Damoulas, T
Lyons, T
(08 Sep 2021)
doi:10.48550/arxiv.2109.03582
SigGPDE: scaling sparse Gaussian Processes on sequential data
Lemercier, M
Salvi, C
Cass, T
Bonilla, E
Damoulas, T
Lyons, T
(10 May 2021)
doi:10.48550/arxiv.2105.04211
Higher order kernel mean embeddings to capture filtrations of stochastic processes
Salvi, C
Lemercier, M
Liu, C
Hovarth, B
Damoulas, T
Lyons, T
(08 Sep 2021)
doi:10.48550/arxiv.2109.03582
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations
Qin, T
Walker, B
Lyons, T
Yan, H
Li, H
(22 Feb 2023)
https://arxiv.org/abs/2302.11354v2
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Cochrane, T
Foster, P
Chhabra, V
Lemercier, M
Lyons, T
Salvi, C
(16 Feb 2021)
doi:10.48550/arxiv.2102.07904
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder
Biyong, J
Wang, B
Lyons, T
Nevado-Holgado, A
(10 Oct 2020)
doi:10.48550/arxiv.2010.04897
Neural rough differential equations for long time series
Morrill, J
Salvi, C
Kidger, P
Foster, J
Lyons, T
(17 Sep 2020)
doi:10.48550/arxiv.2009.08295
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Cochrane, T
Foster, P
Chhabra, V
Lemercier, M
Lyons, T
Salvi, C
(16 Feb 2021)
doi:10.48550/arxiv.2102.07904
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition
Liao, S
Lyons, T
Yang, W
Schlegel, K
Ni, H
(25 Oct 2021)
doi:10.48550/arxiv.2110.13008