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Reconstruction of Time-varying Graph Signals via Sobolev Smoothness


Jul 13, 2022
Jhony H. Giraldo , Arif Mahmood , Belmar Garcia-Garcia , Dorina Thanou , Thierry Bouwmans

* IEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 201-214, 2022 

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Interpretable Stability Bounds for Spectral Graph Filters


Feb 18, 2021
Henry Kenlay , Dorina Thanou , Xiaowen Dong


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On the Stability of Graph Convolutional Neural Networks under Edge Rewiring


Oct 26, 2020
Henry Kenlay , Dorina Thanou , Xiaowen Dong


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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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node2coords: Graph Representation Learning with Wasserstein Barycenters


Jul 31, 2020
Effrosyni Simou , Dorina Thanou , Pascal Frossard


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Mask Combination of Multi-layer Graphs for Global Structure Inference


Oct 22, 2019
Eda Bayram , Dorina Thanou , Elif Vural , Pascal Frossard


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Combining Anatomical and Functional Networks for Neuropathology Identification: A Case Study on Autism Spectrum Disorder


Apr 25, 2019
Sarah Itani , Dorina Thanou


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Learning Graphs from Data: A Signal Representation Perspective


Jun 03, 2018
Xiaowen Dong , Dorina Thanou , Michael Rabbat , Pascal Frossard


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Graph learning under sparsity priors


Jul 18, 2017
Hermina Petric Maretic , Dorina Thanou , Pascal Frossard


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Learning heat diffusion graphs


Nov 04, 2016
Dorina Thanou , Xiaowen Dong , Daniel Kressner , Pascal Frossard


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