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most citedHow to Combine Variational Bayesian Networks in Federated Learning

2 citations · 3 across the 5 of their papers we have counts for

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cs.LG2022★ 2 cited

How to Combine Variational Bayesian Networks in Federated Learning

Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül +1

Federated Learning enables multiple data centers to train a central model collaboratively without exposing any confidential data. Even though deterministic models are capable of pe…

cs.LG2022

Continual Learning of Multi-modal Dynamics with External Memory

Abdullah Akgül, Gozde Unal, Melih Kandemir

We study the problem of fitting a model to a dynamical environment when new modes of behavior emerge sequentially. The learning model is aware when a new mode appears, but it canno…