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Mode Estimation for High Dimensional Discrete Tree Graphical Models

This paper studies the following problem: given samples from a high dimensional discrete distribution, we want to estimate the leading (δ, ρ)-modes of the underlying distributions. A point is defined to be a (δ, ρ)-mode if it is a local optimum of the density within a δ-neighborhood under metric ρ....

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書目詳細資料
發表在:Adv Neural Inf Process Syst
Main Authors: Chen, Chao, Liu, Han, Metaxas, Dimitris N., Zhao, Tianqi
格式: Artigo
語言:Inglês
出版: 2014
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4303179/
https://ncbi.nlm.nih.gov/pubmed/25620859
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