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Filippo Maria Bianchi

Interpreting Temporal Graph Neural Networks with Koopman Theory

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Oct 17, 2024
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MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks

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Sep 10, 2024
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Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling

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Feb 16, 2024
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Probabilistic load forecasting with Reservoir Computing

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Aug 24, 2023
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The expressive power of pooling in Graph Neural Networks

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Apr 26, 2023
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Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability

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Apr 14, 2023
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Clustering with Total Variation Graph Neural Networks

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Nov 11, 2022
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Explainability in subgraphs-enhanced Graph Neural Networks

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Sep 16, 2022
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Scalable Spatiotemporal Graph Neural Networks

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Sep 14, 2022
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Simplifying Clustering with Graph Neural Networks

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Jul 18, 2022
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