D'Inverno, Giuseppe Alessio

1. Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs
   2022/10/08 by Beddar-Wiesing, Silvia, D'Inverno, Giuseppe Alessio, Graziani, Caterina +4 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. VC dimension of Graph Neural Networks with Pfaffian activation functions
   2024/01/22 by Giuseppe Alessio D’Inverno, Monica Bianchini, D'Inverno, Giuseppe Alessio +3 · 3 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications
3. Physics-Informed Graph Neural Networks for Robust AC-Optimal Power Flow
   2024/10/07 by Anna Varbella, Varbella, Anna, Damien Briens +9 · 2 citations
   Computer Science · Engineering · #Energy Load and Power Forecasting #Power System Optimization and Stability #cs.LG #cs.SY #eess.SY
4. Comparison of Reservoir Computing topologies using the Recurrent Kernel approach
   2024/01/25 by Giuseppe Alessio D’Inverno, D'Inverno, Giuseppe Alessio, Jonathan Dong +1 · 2 citations
   Computer Science · Engineering · #Neural Networks and Reservoir Computing #Energy Load and Power Forecasting #Machine Learning and ELM