2 papers
cs.IR2026
QASP: Query-Adaptive Robust Vector Search Policy
Hakan Ferhatosmanoglu, Kushal Kumar, Tal Wagner +1
A fundamental challenge of vector search is achieving consistently high recall while minimizing computational costs. Fixed search parameters cause significant performance variance…
cs.DS2025
Quantization for Vector Search under Streaming Updates
Ishaq Aden-Ali, Hakan Ferhatosmanoglu, Alexander Greaves-Tunnell +2
Large-scale vector databases for approximate nearest neighbor (ANN) search typically store a quantized dataset in main memory for fast access, and full precision data on remote dis…