CRISP: Correlation-Resilient Indexing via Subspace Partitioning

Dimitris Dimitropoulos, Achilleas Michalopoulos, Dimitrios Tsitsigkos +1

As the dimensionality of modern learned representations increases to thousands of dimensions, the state-of-the-art Approximate Nearest Neighbor (ANN) indices exhibit severe limitat…