LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search

E Jääsaari, V Hyvönen, T Roos - arXiv preprint arXiv:2410.18926, 2024 - arxiv.org
Approximate nearest neighbor (ANN) search is a key component in many modern machine
learning pipelines; recent use cases include retrieval-augmented generation (RAG) and …