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Adithya Ramanatha

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Preprint Oct 2026

Fidelity Synopses: Pre-Execution Plan Selection for Approximate Vector Search

Vector search has become a database operator with many physical implementations: different index families, build-time and search-time parameters, and compressed or disk-resident variants. Each trades cost against fidelity, the fraction of a query's exact top-k nearest neighbors that a configuration returns. Deployments...

Adithya Ramanatha, Sanskar S. Singh, Maya Ramanath · 0 citations

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