Ron Levie
- Dataset of Pathloss and ToA Radio Maps With Localization Application
2022/11/18 by Çağkan Yapar, Yapar, Çağkan, Ron Levie +5 · 10 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech and Audio Processing #electronic engineering #information engineering
- Real-time Outdoor Localization Using Radio Maps: A Deep Learning Approach
2021/06/23 by Çağkan Yapar, Ron Levie, Yapar, Çağkan +5 · 4 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Radio Wave Propagation Studies #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- Fine-grained Expressivity of Graph Neural Networks
2023/06/06 by Jan Böker, Böker, Jan, Ron Levie +7 · 5 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices
- A graphon-signal analysis of graph neural networks
2023/05/25 by Ron Levie, Levie, Ron · 5 citations
Computer Science · Neuroscience · Mathematics · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Graph theory and applications
- Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
2022/02/01 by Sohir Maskey, Ron Levie, Maskey, Sohir +5 · 4 citations
Computer Science · Engineering · #68R10 #68T07 #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Numerical Analysis (math.NA) #Probability (math.PR)
- Approximately Equivariant Graph Networks
2023/08/21 by Ningyuan Huang, Ron Levie, Huang, Ningyuan +3 · 4 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Brain Tumor Detection and Classification
- Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
2025/06/17 by Ben Finkelshtein, Finkelshtein, Ben, İsmail İlkan Ceylan +5 · 7 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
- The First Pathloss Radio Map Prediction Challenge
2023/10/11 by Çağkan Yapar, Yapar, Çağkan, Fabian Jaensch +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Covered Forest: Fine-grained generalization analysis of graph neural networks
2024/12/10 by Ben Finkelshtein, Vasileiou, Antonis, Floris Geerts +6 · 2 citations
Computer Science · #Neural Networks and Applications #Advanced Graph Neural Networks