CLIP proposes a cosine-law-based pruning method for IVF vector search enabling O(1) cluster and log-time vector pruning with guarantees, plus variants for hierarchical and dynamic settings, showing up to 78% pruning and 69% efficiency gains.
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CLIP: Lightweight Cosine-Law-Based Inverted-List Pruning for IVF-Based Vector Search
CLIP proposes a cosine-law-based pruning method for IVF vector search enabling O(1) cluster and log-time vector pruning with guarantees, plus variants for hierarchical and dynamic settings, showing up to 78% pruning and 69% efficiency gains.