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Krzysztof Rusek

Maximum entropy and quantized metric models for absolute category ratings

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Oct 01, 2024
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RouteNet-Fermi: Network Modeling with Graph Neural Networks

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Dec 22, 2022
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RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation

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Feb 28, 2022
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RiskNet: Neural Risk Assessment in Networks of Unreliable Resources

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Jan 28, 2022
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Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

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Dec 29, 2021
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Scaling Graph-based Deep Learning models to larger networks

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Oct 04, 2021
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The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks

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Jul 26, 2021
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Deep Reinforcement Learning meets Graph Neural Networks: An optical network routing use case

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Oct 16, 2019
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RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN

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Oct 03, 2019
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