Bayesian clustering in decomposable graphs

Bayesian clustering in decomposable graphs

In this paper we propose a class of prior distributions on decomposable graphs, allowing for improved modeling flexibility. While existing methods solely penalize the number of edges, the proposed work empowers practitioners to control clustering, level of separation, and other features of the graph...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Bornn, L, Caron, F
Format:	Journal article
Sprog:	English
Udgivet:	2011

Lignende værker

Bayesian nonparametric models on decomposable graphs
af: Caron, F, et al.
Udgivet: (2009)

Decomposing the complete r -graph
af: Leader, Imre, et al.
Udgivet: (2018)

Bayesian nonparametric models for bipartite graphs
af: Caron, F
Udgivet: (2012)

Decomposable graphs and definitions with no quantifier alternation
af: Oleg Pikhurko, et al.
Udgivet: (2005-01-01)

Recursively arbitrarily vertex-decomposable graphs
af: Olivier Baudon, et al.
Udgivet: (2012-01-01)

On Decomposing Regular Graphs Into Isomorphic Double-Stars
af: El-Zanati Saad I., et al.
Udgivet: (2015-02-01)

A new construction for vertex decomposable graphs
af: Nasser Hajisharifi, et al.
Udgivet: (2016-09-01)

Decompose Boolean Matrices with Correlation Clustering
af: László Aszalós
Udgivet: (2021-07-01)

Decomposing certain equipartite graphs into sunlet graphs of length 2p
af: Abolape D. Akwu, et al.
Udgivet: (2016-12-01)

Decomposing 10-Regular Graphs into Paths of Length 5
af: Xie Mengmeng, et al.
Udgivet: (2022-11-01)

Vertex Decomposable Simplicial Complexes Associated to Path Graphs
af: Somayeh Moradi
Udgivet: (2019-08-01)

Dynamic networks from hierarchical bayesian graph clustering.
af: Yongjin Park, et al.
Udgivet: (2010-01-01)

A clique graph based merging strategy for decomposable SDPs
af: Garstka, M, et al.
Udgivet: (2021)

The Decomposability of Toroidal Graphs without Adjacent Triangles or Short Cycles
af: Huajing Lu, et al.
Udgivet: (2023-02-01)

Decomposing the Complete Graph Into Hamiltonian Paths (Cycles) and 3-Stars
af: Lee Hung-Chih, et al.
Udgivet: (2020-08-01)

A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure
af: Lee, J, et al.
Udgivet: (2019)

Decomposing force fields as flows on graphs reconstructed from stochastic trajectories
af: Nartallo-Kaluarachchi, R, et al.
Udgivet: (2024)

RESEARCH ON THE INFLUENCE OF SILVER CLUSTERS ON DECOMPOSER MICROORGANISMS AND E.COLI BACTERIA
af: Piskaeva A.I., et al.
Udgivet: (2014-06-01)

Decomposing questions
af: Hagstrom, Paul Alan, 1971-
Udgivet: (2008)

Decomposing the grid
af: Wilkins, Ophelia (Ophelia Jane)
Udgivet: (2007)

Person image generation through graph-based and appearance-decomposed generative adversarial network
af: Yuling He, et al.
Udgivet: (2021-12-01)

Decomposing the oxygen signal in the ocean interior: beyond decomposing organic matter
af: Cassar, N, et al.
Udgivet: (2021)

On decomposable pseudofree groups
af: Dirk Scevenels
Udgivet: (1999-01-01)

On the number of decomposable trees
af: Stephan G. Wagner
Udgivet: (2006-01-01)

Decomposing Perfect Readings
af: Ruoying Zhao
Udgivet: (2022-09-01)

Decomposing Multifractal Crossovers
af: Zoltan Nagy, et al.
Udgivet: (2017-07-01)

Decomposing Linear Layers
af: Christof Beierle, et al.
Udgivet: (2022-12-01)

Contrastive topics decomposed
af: Michael Wagner
Udgivet: (2012-12-01)

The decomposable and the ambiguous sets
af: O. Karlova
Udgivet: (2013-01-01)

Decomposing beta diversity
af: Nicholas J. Gotelli
Udgivet: (2009-04-01)

DECOMPOSING DEFINITENESS IN VIETNAMESE
af: Trang Phan, et al.
Udgivet: (2021-02-01)

The decomposable and the ambiguous sets
af: O. Karlova
Udgivet: (2011-12-01)

Decomposable approximations revisited
af: Brown, NP, et al.
Udgivet: (2016)

Decomposing V2
af: Hinterhölzl, Roland
Udgivet: (2017-12-01)

Bayesian optimisation of functions on graphs
af: Wan, X, et al.
Udgivet: (2024)

Bayesian networks and decision graphs /
af: 262909 Jensen, Finn V., et al.
Udgivet: (2007)

Decomposing Monolithic to Microservices: Keyword Extraction and BFS Combination Method to Cluster Monolithic’s Classes
af: Siti Rochimah, et al.
Udgivet: (2023-03-01)

Decomposing dark diversity affinities of species and sites using Bayesian method: What accounts for absences of species at suitable sites?
af: Junichi Fujinuma, et al.
Udgivet: (2023-07-01)

clusterBMA: Bayesian model averaging for clustering.
af: Owen Forbes, et al.
Udgivet: (2023-01-01)

clusterBMA: Bayesian model averaging for clustering
af: Owen Forbes, et al.
Udgivet: (2023-01-01)