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Apprentissage de réseaux par agrégation bayésienne d'arbres couvrants.

, and . Rev. d'Intelligence Artif., 29 (2): 153-172 (2015)

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Exact Bayesian inference for off-line change-point detection in tree-structured graphical models, and . (2016)cite arxiv:1603.07871.Determination of the differentially expressed genes in microarray experiments using local FDR., , , and . BMC Bioinform., (2004)Exact Posterior Distributions over the Segmentation Space and Model Selection for Multiple Change-Point Detection Problems., , and . COMPSTAT, page 557-564. Physica-Verlag, (2010)Mixture-based estimation of entropy., and . Comput. Stat. Data Anal., (2023)Variational Inference for sparse network reconstruction from count data., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1162-1171. PMLR, (2019)Checking homogeneity of motifs' distribution in heterogenous sequences., and . RECOMB, page 107-114. ACM, (2004)ChIPmix: mixture model of regressions for two-color ChIP-chip analysis., , , and . ECCB, page 181-186. (2008)Nonparametric density estimation by exact leave-p-out cross-validation, and . Computational Statistics & Data Analysis, 52 (5): 2350--2368 (Jan 20, 2008)Spotting effect in microarray experiments., , , , , and . BMC Bioinform., (2004)Segmentor3IsBack: an R package for the fast and exact segmentation of Seq-data., , , , and . Algorithms Mol. Biol., (2014)