Time Series Averaging
3 papers with code • 0 benchmarks • 1 datasets
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Latest papers
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.
Diffeomorphic Temporal Alignment Nets
In a single-class case, the method is unsupervised: the ground-truth alignments are unknown.
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.