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Differentiable Divergences Between Time Series

16 Oct 2020google-research/soft-dtw-divergences

Soft-DTW addresses these issues, but it is not a positive definite divergence: due to the bias introduced by entropic regularization, it can be negative and it is not minimized when the time series are equal.

DYNAMIC TIME WARPING TIME SERIES TIME SERIES AVERAGING TIME SERIES CLASSIFICATION

Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain

21 Mar 2019soheil-khorram/TTW

We introduce trainable time warping (TTW), whose complexity is linear in both the number and the length of time-series.

CLASSIFICATION TIME SERIES TIME SERIES AVERAGING