🚨Introducing Cluster with Auctions (CwA), my first work at Meta Superintelligence Labs !
What if the vectors in your database had to bid at auction for a seat in their cluster? 🔨
That's CwA — and it makes partition-based vector search up to 4× faster out-of-distribution, using as many parameters as K-Means centroids.
With
@hjegou, Matthijs Douze,
@pierrefdz, Gergely Szilvasy