LANNS

Doshi, Ishita; Das, Dhritiman; Bhutani, Ashish; Kumar, Rajeev; Bhatt, Rushi; Balasubramanian, Niranjan

doi:10.14778/3503585.3503594

Public

LANNS

Published in Proceedings of the VLDB Endowment • Dec 1, 2021

Authors:

Ishita Doshi

Dhritiman Das

Ashish Bhutani

Abstract

Nearest neighbor search (NNS) has a wide range of applications in information retrieval, computer vision, machine learning, databases, and other areas. Existing state-of-the-art algorithm for nearest neighbor search, Hierarchical Navigable Small World Networks (HNSW), is unable to scale to large dat...

Subject

Computer science

k-nearest neighbors algorithm

Nearest neighbor search

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