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Spatio-temporal Graph-RNN for Point Cloud Prediction


Feb 22, 2021
Pedro Gomes, Silvia Rossi, Laura Toni


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Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms


Feb 03, 2021
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues


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Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms


Oct 23, 2020
Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues

* Submitted for conference publication 

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Graph signal processing for machine learning: A review and new perspectives


Jul 31, 2020
Xiaowen Dong, Dorina Thanou, Laura Toni, Michael Bronstein, Pascal Frossard


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Differentiable Linear Bandit Algorithm


Jun 04, 2020
Kaige Yang, Laura Toni

* 16 pages 

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State2vec: Off-Policy Successor Features Approximators


Oct 22, 2019
Sephora Madjiheurem, Laura Toni


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Laplacian-regularized graph bandits: Algorithms and theoretical analysis


Jul 12, 2019
Kaige Yang, Xiaowen Dong, Laura Toni


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Error Analysis on Graph Laplacian Regularized Estimator


Feb 11, 2019
Kaige Yang, Xiaowen Dong, Laura Toni


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Representation Learning on Graphs: A Reinforcement Learning Application


Jan 17, 2019
Sephora Madjiheurem, Laura Toni


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Graph-Based Recommendation System


Jul 31, 2018
Kaige Yang, Laura Toni


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