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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Abdurakhmanova Shamsiiat

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#federated learning Open access Sep 2026

Federated Soft Clustering via Generalized Total Variation Minimization — code and data

We study federated soft clustering over federated learning (FL) networks of devices that each hold a private local dataset and fit a personalized Gaussian mixture model (GMM). Generalized total variation minimization (GTVMin) couples the local maximum likelihood problems through a graph regularizer that penalizes a dis...

Abdurakhmanova Shamsiiat, Alexander Jung · 0 citations
#federated learning Open access Sep 2026

Federated Soft Clustering via Generalized Total Variation Minimization — code and data

We study federated soft clustering over federated learning (FL) networks of devices that each hold a private local dataset and fit a personalized Gaussian mixture model (GMM). Generalized total variation minimization (GTVMin) couples the local maximum likelihood problems through a graph regularizer that penalizes a dis...

Abdurakhmanova Shamsiiat, Alexander Jung · 0 citations

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