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Publication search results
found 154 matches
- 2025
- Chang Ye, Gonzalo Mateos:
Blind deconvolution on graphs: Exact and stable recovery. Signal Process. 230: 109864 (2025) - Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro:
Explainable Brain Age Gap Prediction in Neurodegenerative Conditions using coVariance Neural Networks. CoRR abs/2501.01510 (2025) - 2024
- Marcelo Fiori
, Bernardo Marenco
, Federico Larroca
, Paola Bermolen
, Gonzalo Mateos
:
Gradient-Based Spectral Embeddings of Random Dot Product Graphs. IEEE Trans. Signal Inf. Process. over Networks 10: 1-16 (2024) - Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
CoLiDE: Concomitant Linear DAG Estimation. ICLR 2024 - Oyku Deniz Kose, Gonzalo Mateos, Yanning Shen:
Filtering as Rewiring for Bias Mitigation on Graphs. SAM 2024: 1-5 - Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
Block Successive Convex Approximation for Concomitant Linear DAG Estimation. SAM 2024: 1-5 - Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro:
Towards a Foundation Model for Brain Age Prediction using coVariance Neural Networks. CoRR abs/2402.07684 (2024) - Samuel Rey, Hamed Ajorlou, Gonzalo Mateos:
Convolutional Learning on Directed Acyclic Graphs. CoRR abs/2405.03056 (2024) - Max Wasserman, Gonzalo Mateos:
Graph Structure Learning with Interpretable Bayesian Neural Networks. CoRR abs/2406.14786 (2024) - Samuel Rey, Seyed Saman Saboksayr, Gonzalo Mateos:
Non-negative Weighted DAG Structure Learning. CoRR abs/2409.07880 (2024) - Hector Chahuara, Gonzalo Mateos:
Online Proximal ADMM for Graph Learning from Streaming Smooth Signals. CoRR abs/2409.12916 (2024) - Max Wasserman, Gonzalo Mateos:
Stabilizing the Kumaraswamy Distribution. CoRR abs/2410.00660 (2024) - Sofía Pérez Casulo, Marcelo Fiori, Federico Larroca, Gonzalo Mateos:
LASE: Learned Adjacency Spectral Embeddings. CoRR abs/2412.17734 (2024) - 2023
- Max Wasserman, Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro:
Learning Graph Structure from Convolutional Mixtures. Trans. Mach. Learn. Res. 2023 (2023) - Zhenlong Xiao
, He Fang
, Stefano Tomasin
, Gonzalo Mateos
, Xianbin Wang
:
Joint Sampling and Reconstruction of Time-Varying Signals Over Directed Graphs. IEEE Trans. Signal Process. 71: 2204-2219 (2023) - Öykü Deniz Köse, Yanning Shen, Gonzalo Mateos:
Fairness-Aware Graph Filter Design. ACSSC 2023: 330-334 - Seyed Saman Saboksayr, Gonzalo Mateos:
Dual-Based Online Learning of Dynamic Network Topologies. ICASSP 2023: 1-5 - Saurabh Sihag, Gonzalo Mateos, Corey McMillan, Alejandro Ribeiro:
Predicting Brain Age Using Transferable Covariance Neural Networks. ICASSP 2023: 1-5 - Saurabh Sihag, Gonzalo Mateos, Corey McMillan, Alejandro Ribeiro:
Explainable Brain Age Prediction using coVariance Neural Networks. NeurIPS 2023 - Öykü Deniz Köse, Yanning Shen, Gonzalo Mateos:
Fairness-Aware Graph Filter Design. CoRR abs/2303.11459 (2023) - Saurabh Sihag, Gonzalo Mateos, Corey T. McMillan, Alejandro Ribeiro:
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features. CoRR abs/2305.01807 (2023) - Saurabh Sihag, Gonzalo Mateos, Corey T. McMillan, Alejandro Ribeiro:
Explainable Brain Age Prediction using coVariance Neural Networks. CoRR abs/2305.18370 (2023) - Marcelo Fiori, Bernardo Marenco, Federico Larroca, Paola Bermolen, Gonzalo Mateos:
Gradient-Based Spectral Embeddings of Random Dot Product Graphs. CoRR abs/2307.13818 (2023) - Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper:
CoLiDE: Concomitant Linear DAG Estimation. CoRR abs/2310.02895 (2023) - Oyku Deniz Kose, Yanning Shen, Gonzalo Mateos:
Fairness-aware Optimal Graph Filter Design. CoRR abs/2310.14432 (2023) - 2022
- Yang Li, Gonzalo Mateos
:
Networks of international football: communities, evolution and globalization of the game. Appl. Netw. Sci. 7(1): 59 (2022) - Gonzalo Muñoz Arroyo, María Mateos-Rodríguez:
Do Seabirds Control Wind Drift during Their Migration across the Strait of Gibraltar? A Study Using Remote Tracking by Radar. Remote. Sens. 14(12): 2792 (2022) - Abolfazl Hashemi
, Rasoul Shafipour, Haris Vikalo
, Gonzalo Mateos
:
Towards accelerated greedy sampling and reconstruction of bandlimited graph signals. Signal Process. 195: 108505 (2022) - Yang Li
, Gonzalo Mateos
, Zhengwu Zhang:
Learning to Model the Relationship Between Brain Structural and Functional Connectomes. IEEE Trans. Signal Inf. Process. over Networks 8: 830-843 (2022) - Bernardo Marenco, Paola Bermolen, Marcelo Fiori
, Federico Larroca, Gonzalo Mateos
:
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs. IEEE Trans. Signal Inf. Process. over Networks 8: 144-159 (2022)
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