Chierchia, Giovanni
- GOT: An Optimal Transport framework for Graph comparison
2019/06/05 by Hermina Petric Maretić, Maretic, Hermina Petric, Mireille El Gheche +5 · 7 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Wasserstein-based Graph Alignment
2020/03/12 by Maretic, Hermina Petric, Gheche, Mireille El, Minder, Matthias +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning
2023/06/06 by Nicolas Michel, Giovanni Chierchia, Michel, Nicolas +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
- FGOT: Graph Distances based on Filters and Optimal Transport
2021/09/09 by Hermina Petric Maretić, Maretic, Hermina Petric, Mireille El Gheche +5 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)