Claudio Battiloro
- Generalized Simplicial Attention Neural Networks
2023/09/05 by Claudio Battiloro, Battiloro, Claudio, Lucia Testa +9 · 7 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
- Tangent Bundle Convolutional Learning: from Manifolds to Cellular Sheaves and Back
2023/03/20 by Claudio Battiloro, Zhiyang Wang, Battiloro, Claudio +7 · 5 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
- E(n) Equivariant Topological Neural Networks
2024/05/24 by Claudio Battiloro, Ege Karaismailoğlu, Battiloro, Claudio +9 · 5 citations
Computer Science · #Neural Networks and Applications
- Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization
2023/10/21 by Paolo Di Lorenzo, Mattia Merluzzi, Di Lorenzo, Paolo +11 · 5 citations
Computer Science · #Context-Aware Activity Recognition Systems #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #IoT and Edge/Fog Computing #Signal Processing (eess.SP) #electronic engineering #information engineering
- From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
2023/05/25 by Claudio Battiloro, Battiloro, Claudio, Indro Spinelli +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Cell Attention Networks
2022/09/16 by Lorenzo Giusti, Claudio Battiloro, Giusti, Lorenzo +9 · 1 citation
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
- Tangent Bundle Filters and Neural Networks: from Manifolds to Cellular Sheaves and Back
2022/10/26 by Claudio Battiloro, Battiloro, Claudio, Zhiyang Wang +7 · 1 citation
Computer Science · Medicine · #Neural Networks and Applications #Image and Signal Denoising Methods #Advanced Neuroimaging Techniques and Applications
- TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks
2024/10/09 by Mathilde Papillon, Guillermo Bernárdez, Papillon, Mathilde +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era
2024/10/11 by Claudio Battiloro, G. M. Guidi, Battiloro, Claudio +5 · 1 citation
Engineering · #Advanced Battery Technologies Research #Applications (stat.AP) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
- Higher-Order Topological Directionality and Directed Simplicial Neural Networks
2024/09/12 by Manuel Lecha, Lecha, Manuel, Andrea Cavallo +7 · 1 citation
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis