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Stochastic complexity of vectors containing cluster structure

Nicorici, Daniel et al.
arXiv (OAI Expanded) · Papers
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information-theorymachine-learning
This paper studies the problem of computing the stochastic probability (shortest code length) of the encoded vectors containing cluster structure using Normalized Maximum Likelihood (NML) model. This is of great theoretical and practical importance in data clustering based on Minimum Description Len
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