Learning Paths from Signature Tensors

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Learning Paths from Signature Tensors

5 September 2018

Bernd Sturmfels

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Papers citing "Learning Paths from Signature Tensors"

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Title
Path Signatures and Graph Neural Networks for Slow Earthquake Analysis: Better Together? Hans Riess M. Veveakis Michael M. Zavlanos 135 2 0 05 Feb 2024
Rectifiable paths with polynomial log-signature are straight lines P. Friz Terry Lyons A. Seigal LLMSV 21 4 0 30 May 2023
Path Signatures on Lie Groups Darrick Lee Robert Ghrist 78 8 0 02 Jul 2020
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition Weixin Yang Terry Lyons Hao Ni Cordelia Schmid Lianwen Jin 190 50 0 13 Jul 2017
A Primer on the Signature Method in Machine Learning I. Chevyrev Andrey Kormilitzin 513 218 0 11 Mar 2016