35 citations · 163 across the 31 of their papers we have counts for
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cs.LG2017
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…
cs.LG2017★ 6 cited
Graph sketching-based Space-efficient Data Clustering
Anne Morvan, Krzysztof Choromanski, Cédric Gouy-Pailler +1
In this paper, we address the problem of recovering arbitrary-shaped data clusters from datasets while facing \emph{high space constraints}, as this is for instance the case in man…