Bayesian Maximum Margin Clustering

Abstract

Most well-known discriminative clustering models, such as spectral clustering (SC) and maximum margin clustering (MMC), are non-Bayesian. Moreover, they merely considered to embed domain-dependent prior knowledge into data-specific kernels, while other forms of prior knowledge were seldom considered in these models. In this paper, we propose a Bayesian… (More)
DOI: 10.1109/ICDM.2010.117

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Cite this paper

@article{Dai2010BayesianMM, title={Bayesian Maximum Margin Clustering}, author={Bo Dai and Baogang Hu and Gang Niu}, journal={2010 IEEE International Conference on Data Mining}, year={2010}, pages={108-117} }