Large-Scale Distributed Learning via Private On-Device Locality-Sensitive Hashing

Tahseen Rabbani, Marco Bornstein, Furong Huang

Locality-sensitive hashing (LSH) based frameworks have been used efficiently to select weight vectors in a dense hidden layer with high cosine similarity to an input, enabling dyna…