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Andrea Cini

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Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations

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Feb 19, 2024
Giovanni De Felice, Andrea Cini, Daniele Zambon, Vladimir V. Gusev, Cesare Alippi

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Graph Deep Learning for Time Series Forecasting

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Oct 24, 2023
Andrea Cini, Ivan Marisca, Daniele Zambon, Cesare Alippi

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Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting

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May 30, 2023
Andrea Cini, Danilo Mandic, Cesare Alippi

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Feudal Graph Reinforcement Learning

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Apr 11, 2023
Tommaso Marzi, Arshjot Khehra, Andrea Cini, Cesare Alippi

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Relational Inductive Biases for Object-Centric Image Generation

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Mar 26, 2023
Luca Butera, Andrea Cini, Alberto Ferrante, Cesare Alippi

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Taming Local Effects in Graph-based Spatiotemporal Forecasting

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Feb 08, 2023
Andrea Cini, Ivan Marisca, Daniele Zambon, Cesare Alippi

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Graph state-space models

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Jan 04, 2023
Daniele Zambon, Andrea Cini, Lorenzo Livi, Cesare Alippi

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Scalable Spatiotemporal Graph Neural Networks

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Sep 14, 2022
Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi

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Sparse Graph Learning for Spatiotemporal Time Series

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May 26, 2022
Andrea Cini, Daniele Zambon, Cesare Alippi

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Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations

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May 26, 2022
Ivan Marisca, Andrea Cini, Cesare Alippi

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