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cs.LG2025
Learning Filter-Aware Distance Metrics for Nearest Neighbor Search with Multiple Filters
Ananya Sutradhar, Suryansh Gupta, Ravishankar Krishnaswamy +3
Filtered Approximate Nearest Neighbor (ANN) search retrieves the closest vectors for a query vector from a dataset. It enforces that a specified set of discrete labels for the…
cs.LG2022★ 14 cited
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search
Harsha Vardhan Simhadri, George Williams, Martin Aumüller +9
Despite the broad range of algorithms for Approximate Nearest Neighbor Search, most empirical evaluations of algorithms have focused on smaller datasets, typically of 1 million poi…