Soft-DTW: a Differentiable Loss Function for Time-Series

Marco Cuturi, Mathieu Blondel

Abstract: We propose in this paper a differentiable learning loss between time series, building upon the celebrated dynamic time warping (DTW) discrepancy. Unlike the Euclidean distance, DTW can compare time...