173 citations · 320 across the 25 of their papers we have counts for
Showing cs.DSShow all
2 papers · 1 filter
cs.DS2015
Efficient data hashing with structured binary embeddings
Krzysztof Choromanski
We present here new mechanisms for hashing data via binary embeddings. Contrary to most of the techniques presented before, the embedding matrix of our mechanism is highly structur…
cs.DS2015
Learning how to rank from heavily perturbed statistics - digraph clustering approach
Krzysztof Choromanski
Ranking is one of the most fundamental problems in machine learning with applications in many branches of computer science such as: information retrieval systems, recommendation sy…