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titleconferencedate
The Pinecone Vector Database SystemVaccination Database Talks (Second Dose) 20212021-09-15
Pinecone is a managed vector database that focuses on the core vector index problem: fast approximate nearest neighbors with filtering, metadata, and cloud…
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Mergeable Summaries and the Data Sketches LibraryReal-Time Decision Making 20182018-04-30
Practical, production-ready C++/Java sketches for mergeable summaries and set membership: exact claims include an Alpha/Theta family that consistently beats…
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Simple and Deterministic Matrix SketchesWorkshop on Succinct Data Representations and Applications (Simons Institute Big Data 2013)2013-09-16
An algorithm called deterministic frequent-directions maintains an L-column sketch B so AA^T − BB^T has operator norm ≤ ε||A||_F^2 when L = 2/ε, by SVD’ing the…
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