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cs.LG2010
Large-Scale Clustering Based on Data Compression
Xudong Ma
This paper considers the clustering problem for large data sets. We propose an approach based on distributed optimization. The clustering problem is formulated as an optimization p…
cs.IT2010★ 1 cited
Performance Analysis for Data Compression Based Signal Classification Methods
Xudong Ma
In this paper, we present an information theoretic analysis of the blind signal classification algorithm. We show that the algorithm is equivalent to a Maximum A Posteriori (MAP) e…