# Time Series Averaging

3 papers with code • 0 benchmarks • 1 datasets

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

21 Mar 2019

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

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# Diffeomorphic Temporal Alignment Nets

In a single-class case, the method is unsupervised: the ground-truth alignments are unknown.

1

# Differentiable Divergences Between Time Series

16 Oct 2020

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.

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