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Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling


Oct 26, 2022
Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic

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Graph Theory for Metro Traffic Modelling


May 11, 2021
Bruno Scalzo Dees, Yao Lei Xu, Anthony G. Constantinides, Danilo P. Mandic

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* International Joint Conference on Neural Networks (IJCNN) 2021. arXiv admin note: text overlap with arXiv:1912.05964, arXiv:2001.00426 

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Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting


May 11, 2021
Yao Lei Xu, Giuseppe G. Calvi, Danilo P. Mandic

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* International Joint Conference on Neural Networks (IJCNN) 2021 

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Tensor Networks for Multi-Modal Non-Euclidean Data


Mar 27, 2021
Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic

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* arXiv admin note: substantial text overlap with arXiv:2010.13209 

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Multi-Graph Tensor Networks


Nov 11, 2020
Yao Lei Xu, Kriton Konstantinidis, Danilo P. Mandic

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Recurrent Graph Tensor Networks


Oct 17, 2020
Yao Lei Xu, Danilo P. Mandic

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