most citedOn the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks

8 citations · 10 across the 4 of their papers we have counts for

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cs.LG2021

Decorrelating Adversarial Nets for Clustering Mobile Network Data

Marton Kajo, Janik Schnellbach, Stephen S. Mwanje +1

Deep learning will play a crucial role in enabling cognitive automation for the mobile networks of the future. Deep clustering, a subset of deep learning, could be a valuable tool…

cs.LG2021

Neural Network-based Quantization for Network Automation

Marton Kajo, Stephen S. Mwanje, Benedek Schultz +1

Deep Learning methods have been adopted in mobile networks, especially for network management automation where they provide means for advanced machine cognition. Deep learning meth…