DADE accelerates distance comparison operations in IVF and HNSW by using a PCA-based, adaptively dimensioned unbiased distance estimate, improving QPS over ADSampling at matched recall.
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Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
DADE accelerates distance comparison operations in IVF and HNSW by using a PCA-based, adaptively dimensioned unbiased distance estimate, improving QPS over ADSampling at matched recall.