Manuel A. Vázquez

Universidad Carlos III de Madrid — Spain

Engineering · Physical Sciences

9h-index233citations38works0.02yr avg
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Research Topics

Advanced Wireless Communication Techniques(10), Target Tracking and Data Fusion in Sensor Networks(9), Wireless Communication Networks Research(7), Blind Source Separation Techniques(6), Distributed Sensor Networks and Detection Algorithms(5)

Publications38 total

Explicit Density Approximation for Neural Implicit Samplers Using a Bernstein-Based Convex Divergence
arXiv (Cornell University)·2025Open Access
“A priori” shapley data value estimation
Pattern Analysis and Applications·2025Open Access
Robust Training of Implicit Generative Models for Multivariate and Heavy-Tailed Distributions with an Invariant Statistical Loss
SSRN Electronic Journal·2025Open Access
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss
arXiv (Cornell University)·2024Open Access
Training Implicit Generative Models via an Invariant Statistical Loss
arXiv (Cornell University)·2024Open Access
Validation of scientific topic models using graph analysis and corpus metadata
Scientometrics·2022· 11 citedOpen Access
D6.2 Scalability of machine learning algorithms over every POMs
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
A Bayesian inference and model selection algorithm with an optimization scheme to infer the model noise power
Monthly Notices of the Royal Astronomical Society·2021· 6 citedOpen Access
Computational learning methods for early detection of ovarian cancer
2021
An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals
Frontiers in Systems Neuroscience·2021· 40 citedOpen Access
The role of absorptive capacity and information technology in the performance of marketing service companies
Revista ESPACIOS·2020
A quantitative performance study of two automatic methods for the diagnosis of ovarian cancer
Biomedical Signal Processing and Control·2018· 35 citedOpen Access
BDVC (Bimodal Database of Violent Content): A database of violent audio and video
2017· 2 cited
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models
Signal Processing·2017· 13 citedOpen Access
Importance sampling with transformed weights
Electronics Letters·2017· 2 citedOpen Access
Analysis of a nonlinear importance sampling scheme for Bayesian\n parameter estimation in state-space models
arXiv (Cornell University)·2017Open Access
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models
arXiv (Cornell University)·2017Open Access
Importance sampling with transformed weights
arXiv (Cornell University)·2017Open Access
Importance sampling with transformed weights
arXiv (Cornell University)·2017Open Access
On the use of the channel second-order statistics in MMSE receivers for time- and frequency-selective MIMO transmission systems
EURASIP Journal on Wireless Communications and Networking·2016Open Access
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Frequent Co-authors

Joaquı́n Mı́guez(23), Inés P. Mariño(6), Justin Dauwels(4), José Manuel de Frutos(4), Pablo M. Olmos(4), Jingshan Zhong(3), Laura Waller(3), Jesús Cid‐Sueiro(3), Oleg Blyuss(2), Andy Ryan(2), Aleksandra Gentry‐Maharaj(2), Jatinderpal Kalsi(2), Ranjit Manchanda(2), Ian Jacobs(2), Usha Menon(2), Alexey Zaikin(2), Mónica F. Bugallo(2), Abraham Montoya Obeso(2), Luis Rodríguez Espejo(2), Alejandro Acosta(2)