Tutorial: Path recovery from signature feature representation

Weixin Yang
The Alan Turing Institute
July 8, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Distribution Regression for Sequential Data

Maud Lemercier
University of Warwick
July 7, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Tutorial: Kernels and Signatures

Cristopher Salvi
University of Oxford
July 7, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Neural Stochastic Differential Equations

Patrick Kidger
University of Oxford
July 7, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Tutorial: Log-signatures and Neural Rough Differential Equations

James Foster
University of Oxford
July 7, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Infancy Longitudinal Structural MRI Data Analysis with Path Signature Features for the Cognitive Scores Prediction

Xin (Cindy) Zhang
South China University of Technology
July 6, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

ML Without Unnecessary Harm: Blind Pareto Fairness and Subgroup Robustness

Guillermo Sapiro
Duke University
July 6, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Tutorial: Mathematical foundations of the signature

Terry Lyons
University of Oxford
Harald Oberhauser
University of Oxford
July 6, 2021
VIRTUAL ONLY: Applications of Rough Paths: Computational Signatures and...
Play Details & Materials

Session 1: Introduction to the Workshop

Randy Paffenroth
WPI
June 28, 2021
VIRTUAL ONLY: MAA - SIAM & TRIPODS Advanced Workshop in Data Science for...
Play Details & Materials