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Giuseppe Alessio D'Inverno

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Neural Networks : the Official Journal of the International Neural Network Society|October 19, 2024
Generalization limits of Graph Neural Networks in identity effects learningGiuseppe Alessio D'Inverno, Simone Brugiapaglia, Mirco Ravanelli
Neural Networks : the Official Journal of the International Neural Network Society|November 25, 2024
VC dimension of Graph Neural Networks with Pfaffian activation functionsGiuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli
Neural Networks : the Official Journal of the International Neural Network Society|June 29, 2024
A topological description of loss surfaces based on Betti NumbersMaria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, et al.
Neural Networks : the Official Journal of the International Neural Network Society|April 22, 2026
Revisiting deep information propagation: Fractal frontier and finite-size effectsGiuseppe Alessio D'Inverno, Zhiyuan Hu, Leo Davy, et al.
Neural Networks : the Official Journal of the International Neural Network Society|March 1, 2024
Weisfeiler-Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphsSilvia Beddar-Wiesing, Giuseppe Alessio D'Inverno, Caterina Graziani, et al.
Pageof 1

Showing results (1-10 of 5) with videos related to

Sort By:
Pageof 1
Neural Networks : the Official Journal of the International Neural Network Society|October 19, 2024
Generalization limits of Graph Neural Networks in identity effects learningGiuseppe Alessio D'Inverno, Simone Brugiapaglia, Mirco Ravanelli
Neural Networks : the Official Journal of the International Neural Network Society|November 25, 2024
VC dimension of Graph Neural Networks with Pfaffian activation functionsGiuseppe Alessio D'Inverno, Monica Bianchini, Franco Scarselli
Neural Networks : the Official Journal of the International Neural Network Society|June 29, 2024
A topological description of loss surfaces based on Betti NumbersMaria Sofia Bucarelli, Giuseppe Alessio D'Inverno, Monica Bianchini, et al.
Neural Networks : the Official Journal of the International Neural Network Society|April 22, 2026
Revisiting deep information propagation: Fractal frontier and finite-size effectsGiuseppe Alessio D'Inverno, Zhiyuan Hu, Leo Davy, et al.
Neural Networks : the Official Journal of the International Neural Network Society|March 1, 2024
Weisfeiler-Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphsSilvia Beddar-Wiesing, Giuseppe Alessio D'Inverno, Caterina Graziani, et al.
Pageof 1