Time-warping invariants of multidimensional time series

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Time-warping invariants of multidimensional time series

13 June 2019

K. Ebrahimi-Fard

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Papers citing "Time-warping invariants of multidimensional time series"

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Title
Tensor-to-Tensor Models with Fast Iterated Sum Features Joscha Diehl Rasheed Ibraheem Leonard Schmitz Yue Wu 55 0 0 06 Jun 2025
Aggregating time-series and image data: functors and double functors Joscha Diehl 3DH 36 0 0 07 Apr 2025
$A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel$ A User's Guide to $\texttt{KSig}$ : GPU-Accelerated Computation of the Signature Kernel Csaba Tóth Danilo Jr Dela Cruz Harald Oberhauser 80 0 0 13 Jan 2025
On the signature of an image J. Diehl K. Ebrahimi-Fard Fabian A. Harang S. Tindel 149 3 0 29 Feb 2024
FRUITS: Feature Extraction Using Iterated Sums for Time Series Classification Joscha Diehl Richard Krieg AI4TS 46 5 0 24 Nov 2023
Stability of Deep Neural Networks via discrete rough paths Christian Bayer P. Friz Nikolas Tapia 57 8 0 19 Jan 2022
Proper Scoring Rules, Gradients, Divergences, and Entropies for Paths and Time Series Patric Bonnier Harald Oberhauser AI4TS 59 4 0 11 Nov 2021
Generalized iterated-sums signatures J. Diehl K. Ebrahimi-Fard Nikolas Tapia 59 11 0 08 Dec 2020
Tropical time series, iterated-sums signatures and quasisymmetric functions J. Diehl K. Ebrahimi-Fard Nikolas Tapia 31 13 0 17 Sep 2020
Path Signatures on Lie Groups Darrick Lee Robert Ghrist 78 8 0 02 Jul 2020
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Csaba Tóth Patric Bonnier Harald Oberhauser AI4TS 87 14 0 12 Jun 2020