COMPRESSIVE K-MEANS

Keriven, N; Tremblay, N; Traonmilin, Y; Gribonval, R

Keriven, N (reprint author), INRIA Rennes Bretagne Atlantique, Campus Beaulieu, FR-35042 Rennes, France.; Keriven, N (reprint author), Univ Rennes 1, FR-35065 Rennes, France.

2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017; ( ): 6369

Abstract

The Lloyd-Max algorithm is a classical approach to perform K means clustering. Unfortunately, its cost becomes prohibitive as the training dataset gro......

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