Projection and Quantisation: A Unifying View of Learning to Hash, from Random Projections to the RAG Era

Sean Moran

Approximate nearest-neighbour search underpins large-scale retrieval and retrieval-augmented generation, yet its methods are studied in communities that seldom read one another. We…