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08/24/2022
A Bayesian Variational principle for dynamic Self Organizing Maps
We propose organisation conditions that yield a method for training SOM ...
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05/03/2022
A unified view on Self-Organizing Maps (SOMs) and Stochastic Neighbor Embedding (SNE)
We propose a unified view on two widely used data visualization techniqu...
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04/01/2021
Latent Space Data Assimilation by using Deep Learning
Performing Data Assimilation (DA) at a low cost is of prime concern in E...
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10/19/2020