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cs.DS2016★ 3 cited
Set Similarity Search Beyond MinHash
Tobias Christiani, Rasmus Pagh
We consider the problem of approximate set similarity search under Braun-Blanquet similarity $B(\mathbf{x}, \mathbf{y}) = |\mathbf{x} \cap \mathbf{y}| / \max(|\mathbf{x}|, |\mathbf…
cs.DS2016
A Framework for Similarity Search with Space-Time Tradeoffs using Locality-Sensitive Filtering
Tobias Christiani
We present a framework for similarity search based on Locality-Sensitive Filtering (LSF), generalizing the Indyk-Motwani (STOC 1998) Locality-Sensitive Hashing (LSH) framework to s…