Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization

Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler +1

In this paper, we address the problem of learning compact similarity-preserving embeddings for massive high-dimensional streams of data in order to perform efficient similarity sea…