A Binary Variable Model for Affinity Propagation

DOI10.1162/neco.2009.05-08-785zbMath1183.68476OpenAlexW2148727093WikidataQ51853026 ScholiaQ51853026MaRDI QIDQ5323836

Inmar E. Givoni, Brendan J. Frey

Publication date: 31 July 2009

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco.2009.05-08-785

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Quantifying Statistical Interdependence, Part III: N > 2 Point Processes ⋮ An exemplar-based clustering using efficient variational message passing ⋮ Recovery guarantees for exemplar-based clustering ⋮ Minimal basis subspace representation: a unified framework for rigid and non-rigid motion segmentation ⋮ Multi-view clustering by virtually passing mutually supervised smooth messages ⋮ On Resolving Simultaneous Congruences Using Belief Propagation ⋮ A review of message passing algorithms in estimation of distribution algorithms

Uses Software

• apcluster
• APCluster

Cites Work

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• Clustering by Passing Messages Between Data Points
• Solving capacitated clustering problems
• The capacitated plant location problem
• Factor graphs and the sum-product algorithm