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 $S$ for the…