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Guillermo Bernárdez

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

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Sep 08, 2024
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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

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Feb 07, 2024
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Topological Graph Signal Compression

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Aug 21, 2023
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GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters

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Aug 09, 2023
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MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

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Mar 31, 2023
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Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow

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Dec 23, 2022
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Is Machine Learning Ready for Traffic Engineering Optimization?

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Sep 03, 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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