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Milvus Community Conf 2020_Facebook AI Research:An Introduction to Faiss
Milvus Community Conf 2020_Facebook AI Research:An Introduction to Faiss

Milvus Community Conf 2020_Facebook AI Research:An Introduction to Faiss

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Matthijs Douze andJeff Johnson present the work on similarity search. They discuss the metrics of this task, and what families of techniques are appropriate to strike several tradeoffs in the space of those metrics. Then they present several recent improvements in this domain, with a particular focus on a machine learning technique that improves the conditioning of the problem. We also introduce the Faiss library that bundles together many of those techniques.

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