Graph-Informed Neural Networks for Regressions on Graph-Structured Data von Berrone, Stefano, Della Santa, Francesco, Mastropietro, Antonio, Pieraccini, Sandra, Vaccarino, Francesco

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Performance Analysis of Multi-Task Deep Learning Models for Flux Regression in Discrete Fracture Networks von Berrone, Stefano, Della Santa, Francesco

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Automatic Differentiation-Based Multi-Start for Gradient-Based Optimization Methods von Della Santa, Francesco

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Discontinuous neural networks and discontinuity learning von Della Santa, Francesco, Pieraccini, Sandra

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Design optimization of renewable energy systems for NZEBs based on deep residual learning von Ferrara, Maria, Della Santa, Francesco, Bilardo, Matteo, De Gregorio, Alessandro, Mastropietro, Antonio, Fugacci, Ulderico, Vaccarino, Francesco, Fabrizio, Enrico

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Edge-Wise Graph-Instructed Neural Networks von Della Santa, Francesco, Mastropietro, Antonio, Pieraccini, Sandra, Vaccarino, Francesco

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Layer-wise relevance propagation for backbone identification in discrete fracture networks von Berrone, Stefano, Della Santa, Francesco, Mastropietro, Antonio, Pieraccini, Sandra, Vaccarino, Francesco

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A New Linear Programming Approach and a New Backtracking Strategy for Multiple-Gradient Descent in Multi-Objective Optimization von Della Santa, Francesco

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Sparse Implementation of Versatile Graph-Informed Layers von Della Santa, Francesco

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Automated Detection of Sport Highlights from Audio and Video Sources von Della Santa, Francesco, Lalli, Morgana

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Graph-Informed Neural Networks for Sparse Grid-Based Discontinuity Detectors von Della Santa, Francesco, Pieraccini, Sandra

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Alternate Training of Shared and Task-Specific Parameters for Multi-Task Neural Networks von Bellavia, Stefania, Della Santa, Francesco, Papini, Alessandra

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Edge-Wise Graph-Instructed Neural Networks von Della Santa, Francesco, Mastropietro, Antonio, Pieraccini, Sandra, Vaccarino, Francesco

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A New Linear Programming Approach and a New Backtracking Strategy for Multiple-Gradient Descent in Multi-Objective Optimization von Francesco Della Santa

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Sparse Implementation of Versatile Graph-Informed Layers von Francesco Della Santa

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GradINN: Gradient Informed Neural Network von Aglietti, Filippo, Della Santa, Francesco, Piano, Andrea, Aglietti, Virginia

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A recipe based on Lebesgue functions for learning Variably Scaled Kernels via Discontinuous Neural Networks ({\delta}NN-VSKs) von Audone, Gianluca, Della Santa, Francesco, Perracchione, Emma, Pieraccini, Sandra

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Graph-Informed Neural Networks for Sparse Grid-Based Discontinuity Detectors von Francesco Della Santa, Pieraccini, Sandra

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Alternate Training of Shared and Task-Specific Parameters for Multi-Task Neural Networks von Bellavia, Stefania, Francesco Della Santa, Papini, Alessandra

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Edge-Wise Graph-Instructed Neural Networks von Francesco Della Santa, Mastropietro, Antonio, Pieraccini, Sandra, Vaccarino, Francesco

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