Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search.
ICDE（2023）
Key words
approximate nearest neighbor search,cell examinations,compresses vectors,data distribution,deep learning techniques,early termination,encoder-decoder based neural network,ET,HBK,hierarchical balanced clustering algorithm,high-dimensional ANN search,high-dimensional approximate NN search,high-dimensional space,inverted file product quantization,IVFPQ,LBS-pruning,lower bound sorting based pruning,PCE-Net,query optimization strategies,query-dependent minimum probing cardinality
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