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Temp
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder
Infant Cognitive Scores Prediction With Multi-stream Attention-based Temporal Path Signature Features
OxCOVID19 Database: a multimodal data repository for better understanding the global impact of COVID-19
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews
Skorohod and Rough Integration for Stochastic Differential Equations Driven by Volterra Processes
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
Deriving information from missing data: implications for mood prediction
Computing the full signature kernel as the solution of a Goursat problem
Temp 1
Semi-implicit Taylor schemes for stiff rough differential equations
Distribution Regression for Continuous-Time Processes via the Expected Signature
A Data-driven Market Simulator for Small Data Environments
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
Conditional Sig-Wasserstein GANs for Time Series Generation
Jack Parker-Holder
A signature-based machine learning model for distinguishing bipolar disorder and borderline personality disorder
Random forest prediction of Alzheimer’s disease using pairwise selection from time series data Alzheimer’s Disease Neuroimaging Initiative
ε-Strong Simulation of Fractional Brownian Motion and Related Stochastic Differential Equations
Nonparametric pricing and hedging of exotic derivatives
Optimal execution with rough path signatures
Long-time behaviour of degenerate diffusions: UFG-type SDEs and time-inhomogeneous hypoelliptic processes
Signature Cumulants, Ordered Partitions, and Independence of Stochastic Processes
Terry Lyons
Csaba Toth
Xingcheng Xu
Maud Lemercier
Adeline Fermanian
Yue Wu
Emilio Rossi-Ferrucci
Darrick Lee
Xi Geng
Josef Teichmann
Terry Lyons
Ayush Bharti
Peter Foster
Sam Morley
Sina Alemohammad
INI Newton Gateway to Mathematics in partnership with DataSıg
INI Newton Gateway to Mathematics in partnership with DataSıg
ICERM in partnership with DataSıg
ICERM in partnership with DataSıg
Fabrice Baudoin