Terry J. Lyons - researchr alias

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Viewing Publication 1 - 25 from 25

2023

Sampling-based Nyström Approximation and Kernel QuadratureSatoshi Hayakawa, Harald Oberhauser, Terry J. Lyons. icml 2023: 12678-12699 [doi]

Multimodal Deep Learning Approach to Predicting Neurological Recovery From Coma After Cardiac ArrestFelix Krones, Benjamin Walker 0001, Guy Parsons, Terry J. Lyons, Adam Mahdi. cinc 2023: 1-4 [doi]

2022

Positively Weighted Kernel Quadrature via SubsamplingSatoshi Hayakawa, Harald Oberhauser, Terry J. Lyons. nips 2022: [doi]

On the Choice of Interpolation Scheme for Neural CDEsJames Morrill, Patrick Kidger, Lingyi Yang, Terry J. Lyons. tmlr, 2022, 2022. [doi]

2021

SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernelThomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Terry J. Lyons, Cristopher Salvi. csr2 2021: 35-40 [doi]

Neural SDEs as Infinite-Dimensional GANsPatrick Kidger, James Foster, Xuechen Li, Terry J. Lyons. icml 2021: 5453-5463 [doi]

"Hey, that's not an ODE": Faster ODE Adjoints via SeminormsPatrick Kidger, Ricky T. Q. Chen, Terry J. Lyons. icml 2021: 5443-5452 [doi]

Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPUPatrick Kidger, Terry J. Lyons. iclr 2021: [doi]

Efficient and Accurate Gradients for Neural SDEsPatrick Kidger, James Foster, Xuechen Li, Terry J. Lyons. nips 2021: 18747-18761 [doi]

SigGPDE: Scaling Sparse Gaussian Processes on Sequential DataMaud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons. icml 2021: 6233-6242 [doi]

Distribution Regression for Sequential DataMaud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons. aistats 2021: 3754-3762 [doi]

Logsig-RNN: a novel network for robust and efficient skeleton-based action recognitionHao Ni, Shujian Liao, Weixin Yang, Kevin Schlegel, Terry J. Lyons. bmvc 2021: 173 [doi]

The Signature Kernel Is the Solution of a Goursat PDECristopher Salvi, Thomas Cass, James Foster, Terry J. Lyons, Weixin Yang. simods, 3(3):873-899, 2021. [doi]

Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic ProcessesCristopher Salvi, Maud Lemercier, Chong Liu, Blanka Horvath, Theodoros Damoulas, Terry J. Lyons. nips 2021: 16635-16647 [doi]

Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality DisorderBo Wang, Yue Wu, Nemanja Vaci, Maria Liakata, Terry J. Lyons, Kate E. A. Saunders. icassp 2021: 7243-7247 [doi]

2020

Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical InterviewsBo Wang 0034, Yue Wu, Niall Taylor, Terry J. Lyons, Maria Liakata, Alejo J. Nevado-Holgado, Kate E. A. Saunders. interspeech 2020: 437-441 [doi]

Information Extraction from Swedish Medical Prescriptions with Sig-Transformer EncoderJohn Pougue Biyong, Bo Wang 0034, Terry J. Lyons, Alejo J. Nevado-Holgado. acl-clinicalnlp 2020: 41-54 [doi]

An Optimal Polynomial Approximation of Brownian MotionJames Foster, Terry J. Lyons, Harald Oberhauser. siamnum, 58(3):1393-1421, 2020. [doi]

Optimal Execution with Rough Path SignaturesJasdeep Kalsi, Terry J. Lyons, Imanol Perez Arribas. siamfm, 11(2):470-493, 2020. [doi]

Universal Approximation with Deep Narrow NetworksPatrick Kidger, Terry J. Lyons. colt 2020: 2306-2327 [doi]

Neural Controlled Differential Equations for Irregular Time SeriesPatrick Kidger, James Morrill, James Foster, Terry J. Lyons. nips 2020: [doi]

2019

The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care UnitJames Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons. cinc 2019: 1-4 [doi]

1998

Convergence of a Branching Particle Method to the Solution of the Zakai EquationDan Crisan, Jessica G. Gaines, Terry J. Lyons. siamam, 58(5):1568-1590, 1998. [doi]

1997

Variable Step Size Control in the Numerical Solution of Stochastic Differential EquationsJessica G. Gaines, Terry J. Lyons. siamam, 57(5):1455-1484, 1997. [doi]

1994

Random Generation of Stochastic Area IntegralsJessica G. Gaines, Terry J. Lyons. siamam, 54(4):1132-1146, 1994. [doi]

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2023

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1994

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