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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....
Gardado en:
| Publicado en: | Adv Neural Inf Process Syst |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
2014
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4303179/ https://ncbi.nlm.nih.gov/pubmed/25620859 |
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