Antonio G. Marqués
- Connecting the Dots: Identifying Network Structure via Graph Signal Processing
2019/04/27 by Gonzalo Mateos, Santiago Segarra, Antonio G. Marques +2 · 21 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference
- Signal Processing on Directed Graphs
2020/08/02 by Antonio G. Marqués, Santiago Segarra, Marques, Antonio G. +3 · 7 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
- Joint Network Topology Inference in the Presence of Hidden Nodes
2023/06/30 by Madeline Navarro, Samuel Rey, Navarro, Madeline +7 · 6 citations
Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Opinion Dynamics and Social Influence #Signal Processing (eess.SP) #electronic engineering #information engineering
- Joint Inference of Multiple Graphs from Matrix Polynomials
2020/10/16 by Madeline Navarro, Yuhao Wang, Navarro, Madeline +7 · 3 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Social and Information Networks (cs.SI) #electronic engineering #information engineering
- Identifying the Topology of Undirected Networks from Diffused\n Non-stationary Graph Signals
2018/01/11 by Rasoul Shafipour, Shafipour, Rasoul, Santiago Segarra +5 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Signal Processing (eess.SP) #Social and Information Networks (cs.SI) #Traffic Prediction and Management Techniques #electronic engineering #information engineering
- Enhanced graph-learning schemes driven by similar distributions of motifs
2022/07/11 by Samuel Rey, T. Mitchell Roddenberry, Rey, Samuel +5 · 4 citations
Engineering · Computer Science · #Remote-Sensing Image Classification #Bayesian Modeling and Causal Inference #Face and Expression Recognition
- Polynomial Graphical Lasso: Learning Edges from Gaussian Graph-Stationary Signals
2024/04/03 by Andrei Buciulea, Buciulea, Andrei, Jiaxi Ying +5 · 3 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Statistical Methods and Inference #electronic engineering #information engineering
- Robust Graph Neural Network based on Graph Denoising
2023/12/11 by Víctor M. Tenorio, Samuel Rey, Tenorio, Victor M. +3 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Online Learning and Analytics #Signal Processing (eess.SP) #electronic engineering #information engineering
- Adapting to Heterophilic Graph Data with Structure-Guided Neighbor Discovery
2025/06/10 by Víctor M. Tenorio, Madeline Navarro, Tenorio, Victor M. +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Healthcare #Signal Processing (eess.SP) #electronic engineering #information engineering