MREC: a fast and versatile framework for aligning and matching data with applications to single cell molecular data

Carriere Mathieu
Carriere Mathieu
Mandell Michael A.
Mandell Michael A.
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Abstract:

Comparing and aligning large datasets is a pervasive problem occurring across many different knowledge domains. We introduce and study MREC, a recursive decomposition algorithm for computing matchings between data sets. The basic idea is to partition the data, match the partitions, and then recursively match the points within each pair ...More

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