2 papers
cs.CG2026
Dynamic Query Modification for Binary Locality Sensitive Hashing
Ben Claydon, Richard Connor, Alan Dearle
Our context of interest is how binary locality sensitive hash (LSH) functions can be used to solve the approximate near neighbour (ANN) problem in hyperspherical spaces, which seek…
cs.LG2025
Ultra-Quantisation: Efficient Embedding Search via 1.58-bit Encodings
Richard Connor, Alan Dearle, Ben Claydon
Many modern search domains comprise high-dimensional vectors of floating point numbers derived from neural networks, in the form of embeddings. Typical embeddings range in size fro…