Time Series Averaging
3 papers with code • 0 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Time Series Averaging
UCR Time Series Classification Archive
Most implemented papers
Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain
We introduce trainable time warping (TTW), whose complexity is linear in both the number and the length of time-series.
Diffeomorphic Temporal Alignment Nets
BGU-CS-VIL/dtan
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NeurIPS 2019
In a single-class case, the method is unsupervised: the ground-truth alignments are unknown.
Differentiable Divergences Between Time Series
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.
