From 38066c699e54cd6c1c0e8e5d0175a9f2a8a6fd86 Mon Sep 17 00:00:00 2001 From: Louis Lacoste Date: Wed, 17 Jul 2024 22:43:57 +0200 Subject: [PATCH] rapport : updating references --- references.bib | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/references.bib b/references.bib index 11c7b91..8643211 100644 --- a/references.bib +++ b/references.bib @@ -288,6 +288,24 @@ file = {/home/polarolouis/Zotero/storage/VXVQ5CPH/Kaszewska-Gilas et al. - 2021 - Global Studies of the Host-Parasite Relationships .pdf} } +@article{keribinEstimationSelectionLatent2015, + title = {Estimation and Selection for the Latent Block Model on Categorical Data}, + author = {Keribin, Christine and Brault, Vincent and Celeux, Gilles and Govaert, Gérard}, + date = {2015-11-01}, + journaltitle = {Stat Comput}, + volume = {25}, + number = {6}, + pages = {1201--1216}, + issn = {1573-1375}, + doi = {10.1007/s11222-014-9472-2}, + url = {https://doi.org/10.1007/s11222-014-9472-2}, + urldate = {2024-05-15}, + abstract = {This paper deals with estimation and model selection in the Latent Block Model (LBM) for categorical data. First, after providing sufficient conditions ensuring the identifiability of this model, we generalise estimation procedures and model selection criteria derived for binary data. Secondly, we develop Bayesian inference through Gibbs sampling and with a well calibrated non informative prior distribution, in order to get the MAP estimator: this is proved to avoid the traps encountered by the LBM with the maximum likelihood methodology. Then model selection criteria are presented. In particular an exact expression of the integrated completed likelihood criterion requiring no asymptotic approximation is derived. Finally numerical experiments on both simulated and real data sets highlight the appeal of the proposed estimation and model selection procedures.}, + langid = {english}, + keywords = {Bayesian inference,BIC criterion,EM algorithm,Gibbs sampling,Integrated completed likelihood,Stochastic EM,Variational approximation}, + file = {/home/polarolouis/Zotero/storage/49IKUHMA/s11222-014-9472-2.pdf.pdf;/home/polarolouis/Zotero/storage/VXKAK359/Keribin et al. - 2015 - Estimation and selection for the latent block mode.pdf} +} + @online{larousseDefinitionsBipartiBipartite, title = {Définitions : biparti, bipartite - Dictionnaire de français Larousse}, shorttitle = {Définitions},