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cs.IR2025
Quake: Adaptive Indexing for Vector Search
Jason Mohoney, Devesh Sarda, Mengze Tang +5
Vector search, the task of finding the k-nearest neighbors of a query vector against a database of high-dimensional vectors, underpins many machine learning applications, including…
cs.DB2025
MicroNN: An On-device Disk-resident Updatable Vector Database
Jeffrey Pound, Floris Chabert, Arjun Bhushan +3
Nearest neighbour search over dense vector collections has important applications in information retrieval, retrieval augmented generation (RAG), and content ranking. Performing ef…