Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces

23 January 2017

Papers citing "Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces"

20 / 20 papers shown

Title
Rock the KASBA: Blazingly Fast and Accurate Time Series Clustering Christopher Holder Anthony J. Bagnall 113 0 0 26 Nov 2024
Multi-Sample Dynamic Time Warping for Few-Shot Keyword Spotting Kevin Wilkinghoff Alessia Cornaggia 75 0 0 23 Apr 2024
The impact of data set similarity and diversity on transfer learning success in time series forecasting Claudia Ehrig Benedikt Sonnleitner Ursula Neumann Catherine Cleophas Germain Forestier AI4TS 69 1 0 09 Apr 2024
TimewarpVAE: Simultaneous Time-Warping and Representation Learning of Trajectories Travers Rhodes Daniel D. Lee AI4TS 37 0 0 24 Oct 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 108 6 0 21 Jan 2023
A Review and Evaluation of Elastic Distance Functions for Time Series Clustering Christopher Holder Matthew Middlehurst A. Bagnall AI4TS 69 40 0 30 May 2022
Unifying Pairwise Interactions in Complex Dynamics Oliver M. Cliff Annie G. Bryant J. Lizier N. Tsuchiya Ben D. Fulcher 65 41 0 28 Jan 2022
Accurate shape and phase averaging of time series through Dynamic Time Warping G. Sioros Kristian Nymoen AI4TS 26 0 0 02 Sep 2021
MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox Lukas Stappen Lea Schumann Benjamin Sertolli Alice Baird B. Weigel Min Zhang Björn W. Schuller 94 46 0 25 Jul 2021
Aligning Time Series on Incomparable Spaces Samuel N. Cohen Giulia Luise Alexander Terenin Brandon Amos M. Deisenroth OT AI4TS 75 17 0 22 Jun 2020
A Unified Weight Learning and Low-Rank Regression Model for Robust Complex Error Modeling Miaohua Zhang Yongsheng Gao Fanhua Shang CVBM 14 1 0 10 May 2020
Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain S. Khorram M. McInnis E. Provost AI4TS 38 11 0 21 Mar 2019
Making the Dynamic Time Warping Distance Warping-Invariant Brijnesh J. Jain 57 12 0 04 Mar 2019
Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping Brijnesh J. Jain 33 4 0 07 Sep 2018
Semi-Metrification of the Dynamic Time Warping Distance Brijnesh J. Jain 40 0 0 29 Aug 2018
Warped-Linear Models for Time Series Classification Brijnesh J. Jain AI4TS 58 2 0 24 Nov 2017
Optimal Warping Paths are unique for almost every Pair of Time Series Brijnesh J. Jain David Schultz 46 5 0 16 May 2017
Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces Brijnesh J. Jain David Schultz 60 22 0 24 Mar 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 186 629 0 05 Mar 2017
The Mean Partition Theorem of Consensus Clustering Brijnesh J. Jain 32 6 0 22 Apr 2016