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organization condition

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A Bayesian Variational principle for dynamic Self Organizing Maps

Fillion, Anthony, Kulak, Thibaut, Blayo, François

arXiv.org Artificial IntelligenceAug-24-2022

We propose organisation conditions that yield a method for training SOM with adaptative neighborhood radius in a variational Bayesian framework. This method is validated on a non-stationary setting and compared in an high-dimensional setting with an other adaptative method.

organization condition, posterior, variational posterior, (14 more...)

arXiv.org Artificial Intelligence

2208.11337

Country: Europe > Switzerland > Vaud > Lausanne (0.05)

Genre: Research Report (0.40)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.49)

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