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Cluster with Auctions for Vector Search
CwA jointly learns a balanced database partition and neural probing function via auction optimization, boosting vector search throughput up to 4.7x over state-of-the-art methods.
Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026
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AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 5/10
strict 2/5