Near-Optimal Dynamic Time Warping on Run-Length Encoded Strings
February 13, 2023 Β· Declared Dead Β· π arXiv.org
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Authors
Itai Boneh, Shay Golan, Shay Mozes, Oren Weimann
arXiv ID
2302.06252
Category
cs.DS: Data Structures & Algorithms
Citations
1
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We give an $\tilde O(n^2)$ time algorithm for computing the exact Dynamic Time Warping distance between two strings whose run-length encoding is of size at most $n$. This matches (up to log factors) the known (conditional) lower bound, and should be compared with the previous fastest $O(n^3)$ time exact algorithm and the $\tilde O(n^2)$ time approximation algorithm.
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