Rey Escudero, Samuel samuel.rey.escudero@urjc.es
Publications
- Articles 8
- Books 0
- Book chapters 0
- Conferences 20
- Working papers 0
- Technical reports 0
- Research projects 3
- Supervised theses 0
- Patent or software license 0
Directed Acyclic Graph Convolutional Networks
- Rey, Samuel
- Ajorlou, Hamed
- Mateos, Gonzalo
IEEE TRANSACTIONS ON SIGNAL PROCESSING (p. 1847-1862) - 1/1/2026
10.1109/tsp.2026.3687632 View at source
- ISSN 1053587X
Mitigating subpopulation bias for fair graph learning
- Navarro M
- Rey S
- Buciulea A
- Segarra S
- Marques AG
Science Talks - 1/3/2025
10.1016/j.sctalk.2025.100435 View at source
- ISSN 27725693
Joint Network Topology Inference in the Presence of Hidden Nodes
- Navarro, Madeline
- Rey, Samuel
- Buciulea, Andrei
- Marques, Antonio G
- Segarra, Santiago
Ieee Transactions On Signal Processing (p. 2710-2725) - 1/1/2024
10.1109/tsp.2024.3392348 View at source
- ISSN 1053587X
Enhanced Graph-Learning Schemes Driven by Similar Distributions of Motifs
- Rey, Samuel
- Roddenberry, T Mitchell
- Segarra, Santiago
- Marques, Antonio G
Ieee Transactions On Signal Processing (p. 3014-3027) - 1/1/2023
10.1109/tsp.2023.3303639 View at source
- ISSN 1053587X
Robust Graph Filter Identification and Graph Denoising From Signal Observations
- Rey, Samuel
- Tenorio, Victor M
- Marques, Antonio G
Ieee Transactions On Signal Processing (p. 3651-3666) - 1/1/2023
10.1109/tsp.2023.3300632 View at source
- ISSN 1053587X
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables
- Buciulea, Andrei
- Rey, Samuel
- Marques, Antonio G
Ieee Transactions On Signal And Information Processing Over Networks (p. 273-287) - 1/1/2022
10.1109/tsipn.2022.3161079 View at source
- ISSN 2373776X
Untrained Graph Neural Networks for Denoising
- Rey, Samuel
- Segarra, Santiago
- Heckel, Reinhard
- Marques, Antonio G
Ieee Transactions On Signal Processing (p. 5708-5723) - 1/1/2022
10.1109/tsp.2022.3223552 View at source
- ISSN 1053587X
Sampling and Reconstruction of Diffused Sparse Graph Signals From Successive Local Aggregations
- Rey-Escudero, Samuel
- Iglesias Garcia, Fernando Jose
- Cabrera, Cristobal
- Marques, Antonio G
Ieee Signal Processing Letters (p. 1142-1146) - 1/8/2019
10.1109/lsp.2019.2922952 View at source
- ISSN 10709908
This researcher has no books.
This researcher has no book chapters.
Redesigning graph filter-based GNNs to relax the homophily assumption
- Rey, Samuel
- Navarro, Madeline
- Tenorio, Victor M
- Segarra, Santiago
- Marques, Antonio G
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) - 1/1/2025
10.1109/icassp49660.2025.10889874 View at source
- ISSN 15206149
Unrolling Dynamic Programming via Graph Filters
- Rozada S
- Rey S
- Mateos G
- Marques AG
2025 IEEE 10th International Workshop on Computational Advances in Multi Sensor Adaptive Processing Camsap 2025 Proceedings (p. 96-100) - 1/1/2025
Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data
- Rey S
- Curbelo E
- Martino L
- Llorente F
- Marques AG
2013 21st European Signal Processing Conference, EUSIPCO 2013 (p. 2662-2666) - 1/1/2025
10.23919/eusipco63237.2025.11226607 View at source
- ISSN 22195491
Non-negative DAG Learning from Time-Series Data
- Rey, Samuel
- Mateos, Gonzalo
Conference Record of the Asilomar Conference on Signals, Systems and Computers (p. 930-934) - 1/1/2025
10.1109/ieeeconf67917.2025.11443850 View at source
- ISSN 10586393
MITIGATING SUBPOPULATION BIAS FOR FAIR NETWORK TOPOLOGY INFERENCE
- Navarro, Madeline
- Rey, Samuel
- Buciulea, Andrei
- Marques, Antonio G
- Segarra, Santiago
28th European Signal Processing Conference (Eusipco 2020) (p. 822-826) - 1/1/2024
- ISSN 20761465
- iMarina
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior
- Navarro M
- Rey S
- Buciulea A
- Marques AG
- Segarra S
Advances In Neural Information Processing Systems - 1/1/2024
- ISSN 10495258
- iMarina
Convolutional Learning on Directed Acyclic Graphs
- Rey, Samuel
- Ajorlou, Hamed
- Mateos, Gonzalo
Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 423-427) - 1/1/2024
10.1109/ieeeconf60004.2024.10943014 View at source
- ISSN 10586393
Structure-Guided Input Graph for GNNs facing Heterophily
- Tenorio, Victor M
- Navarro, Madeline
- Rey, Samuel
- Segarra, Santiago
- Marques, Antonio G
Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 1080-1084) - 1/1/2024
10.1109/ieeeconf60004.2024.10942934 View at source
- ISSN 10586393
MITIGATING SUBPOPULATION BIAS FOR FAIR NETWORK TOPOLOGY INFERENCE
- Navarro M
- Rey S
- Buciulea A
- Marques AG
- Segarra S
2013 21st European Signal Processing Conference, Eusipco 2013 (p. 822-826) - 1/1/2024
10.23919/eusipco63174.2024.10715328 View at source
- ISSN 22195491
Robust Graph Neural Network based on Graph Denoising
- Tenorio, Victor M
- Rey, Samuel
- Marques, Antonio G
Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 578-582) - 1/1/2023
10.1109/ieeeconf59524.2023.10476925 View at source
- ISSN 10586393
This researcher has no working papers.
This researcher has no technical reports.
Inteligencia artificial para la industria 4.0: generación de datos, modelado avanzado optimización e interpretabilidad. (DSSP4N)
- Real Rojas, Fernando (Investigador/a)
- López Ramos, Luis Miguel (Investigador/a)
- ROZADA DOVAL, SERGIO (Investigador/a)
- Rey Escudero, Samuel (Investigador/a)
- Soguero Ruíz, Cristina (Investigador/a)
- Buciulea Vlas, Andrei (Investigador/a)
- Tenorio Gómez, Víctor Manuel (Investigador/a)
- García Marqués, Antonio (Investigador principal (IP))
Period: 01-01-2025 - 31-12-2028
- iMarina
Intelligent decision support systems to predict chronic and critical patient health trajectories using cutting-edge visual analytics and data-driven techniques.
- Caballero López-Fando, María Isabel (Investigador/a)
- Sicilia, Rosa (Investigador/a)
- JENSSEN, ROBERT (Investigador/a)
- Soda, Paolo (Investigador/a)
- De Miguel Bohoyo, Pablo (Investigador/a)
- Sanchez Marre, Miquel (Investigador/a)
- Mikalsen, Karl Oyvind (Investigador/a)
- Álvarez Rodríguez, Joaquín (Investigador/a)
- CABALLERO LÓPEZ-FANDO, ISABEL (Investigador/a)
- LEHMANN, DIRK JOACHIM (Investigador/a)
- HERNANDEZ PEREZ, BERNARD ANGEL (Investigador/a)
- Erdely, Arturo (Investigador/a)
- Gómez Delgado, Ángel (Investigador/a)
- Chushig Muzo, Cristian David (Investigador/a)
- Rubio Sánchez, Manuel (Investigador principal (IP))
- Barreiro García, Pablo Miguel (Investigador/a)
- Soguero Ruíz, Cristina (Investigador principal (IP))
- Rey Escudero, Samuel (Investigador/a)
- San Román Montero, Jesús María (Investigador/a)
- Mora Jiménez, Inmaculada (Investigador/a)
Period: 01-01-2024 - 31-12-2024
- iMarina
Procesamiento y aprendizaje de datos sobre grafos. Desde la inferencia de la estructura a las aplicaciones.
- Barquero Pérez, Óscar (Investigador/a)
- López Yela, Alberto (Investigador/a)
- Ramos López, Francisco Javier (Investigador/a)
- García Marqués, Antonio (Investigador principal (IP))
- Rey Escudero, Samuel (Investigador/a)
- Mora Jiménez, Inmaculada (Investigador/a)
- Fuente Iglesias, Alejandro de la (Investigador/a)
- Real Rojas, Fernando (Investigador/a)
- García Morales, Jan (Investigador/a)
- Escudero Arnanz, Óscar (Investigador/a)
- ROZADA DOVAL, SERGIO (Investigador/a)
- Segarra, Santiago (Investigador/a)
- Gutiérrez Fernández-Calvillo, Miriam (Investigador/a)
- Mateos Buckstein, Gonzalo (Investigador/a)
- Giannakis, Georgios B. (Investigador/a)
- Leus, Geert (Investigador/a)
- Iglesias García, Fernando José (Investigador/a)
- Ribeiro, Alejandro (Investigador/a)
- Tenorio Gómez, Víctor Manuel (Investigador/a)
- Buciulea Vlas, Andrei (Investigador/a)
- Morgado Reyes, Eduardo (Investigador principal (IP))
- San Millán Castillo, Roberto (Investigador/a)
Period: 01-09-2023 - 31-08-2026
- iMarina
This researcher has no supervised thesis.
This researcher has no patents or software licenses.
Research groups
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ORCID
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Scopus Author ID