Stefania Sardellitti
- Generalized Simplicial Attention Neural Networks
2023/09/05 by Claudio Battiloro, Battiloro, Claudio, Lucia Testa +9 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Algebraic Topology (math.AT) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis
- Topological Signal Processing over Cell Complexes
2021/12/13 by Stefania Sardellitti, Sardellitti, Stefania, Sergio Barbarossa +3 · 5 citations
Computer Science · #Digital Filter Design and Implementation #Digital Image Processing Techniques #FOS: Electrical engineering #Signal Processing (eess.SP) #Topological and Geometric Data Analysis #electronic engineering #information engineering
- Topological Signal Processing over Generalized Cell Complexes
2022/01/22 by Stefania Sardellitti, Sardellitti, Stefania, Sergio Barbarossa +1 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Electrical engineering #Signal Processing (eess.SP) #Topological and Geometric Data Analysis #electronic engineering #information engineering
- Cell Attention Networks
2022/09/16 by Lorenzo Giusti, Giusti, Lorenzo, Claudio Battiloro +9 · 5 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis
2023/12/20 by Lucia Testa, Claudio Battiloro, Testa, Lucia +5 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks Stability and Synchronization
- Robust Filter Design for Graph Signals
2024/03/25 by Lucia Testa, Testa, Lucia, Stefania Sardellitti +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences