 We leverage LSH style randomized indexing procedure and combine it with several principled techniques, such as reservoir sampling, recent advances in one-pass minwise hashing, and count based estimations . The combination, while retaining sound theoretical guarantees , reduces the computational as well as parallelization overhead of our proposal.
<meaning-changed>  We leverage LSH style randomized indexing procedure and combine it with several principled techniques, such as reservoir sampling, recent advances in one-pass minwise hashing, and count based estimations . The combination, while retaining sound theoretical guarantees , reduces the computational as well as parallelization overhead of our proposal.
 We leverage LSH style randomized indexing procedure and combine it with several principled techniques, such as reservoir sampling, recent advances in one-pass minwise hashing, and count based estimations , we reduce the computational and parallelization costs of similarity search, while retaining sound theoretical guarantees , reduces the computational as well as parallelization overhead of our proposal.