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Pablo M. Olmos
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Ano
Handling incomplete heterogeneous data using VAES
A Nazabal, PM Olmos, Z Ghahramani, I Valera
Pattern Recognition, 107501, 2020
4222020
Expectation Propagation Detection for High-order High-dimensional MIMO Systems
J Cespedes, P Olmos, M Sanchez-Fernandez, F Perez-Cruz
IEEE Transactions on Communications, 1-1, 2014
2292014
Scalable multi-output label prediction: From classifier chains to classifier trellises
J Read, L Martino, PM Olmos, D Luengo
Pattern Recognition 48 (6), 2096-2109, 2015
1152015
A scaling law to predict the finite-length performance of spatially-coupled LDPC codes
PM Olmos, R Urbanke
Information Theory, IEEE Transactions on 61 (6), 2015
752015
Boosting handwriting text recognition in small databases with transfer learning
JCA Jaramillo, JJ Murillo-Fuentes, PM Olmos
2018 16th International Conference on Frontiers in Handwriting Recognition …, 2018
582018
Predicting emotional states using behavioral markers derived from passively sensed data: data-driven machine learning approach
E Sükei, A Norbury, MM Perez-Rodriguez, PM Olmos, A Artés
JMIR mHealth and uHealth 9 (3), e24465, 2021
492021
Joint nonlinear channel equalization and soft LDPC decoding with Gaussian processes
PM Olmos, JJ Murillo-Fuentes, F Pérez-Cruz
IEEE Transactions on Signal Processing 58 (3), 1183-1192, 2009
442009
On the waterfall performance of finite-length SC-LDPC codes constructed from protographs
M Stinner, PM Olmos
IEEE Journal on Selected Areas in Communications 34 (2), 345-361, 2015
432015
Expectation propagation as turbo equalizer in ISI channels
I Santos, JJ Murillo-Fuentes, R Boloix-Tortosa, E Arias-de-Reyna, ...
IEEE Transactions on Communications 65 (1), 360-370, 2016
422016
Turbo EP-based equalization: A filter-type implementation
I Santos, JJ Murillo-Fuentes, E Arias-de-Reyna, PM Olmos
IEEE Transactions on Communications 66 (9), 4259-4270, 2018
392018
Probabilistic MIMO symbol detection with expectation consistency approximate inference
J Céspedes, PM Olmos, M Sánchez-Fernández, F Perez-Cruz
IEEE Transactions on Vehicular Technology 67 (4), 3481-3494, 2017
382017
Boosting offline handwritten text recognition in historical documents with few labeled lines
JC Aradillas Jaramillo, JJ Murillo Fuentes, PM Olmos
Institute of Electrical and Electronics Engineers Inc., 2021
37*2021
Generalized LDPC codes for ultra reliable low latency communication in 5G and beyond
Y Liu, PM Olmos, DGM Mitchell
IEEE Access 6, 72002-72014, 2018
302018
Scaling behavior of convolutional LDPC ensembles over the BEC
PM Olmos, R Urbanke
2011 IEEE International Symposium on Information Theory Proceedings, 1816-1820, 2011
282011
Tree-Structure Expectation Propagation for LDPC Decoding over the BEC
PM Olmos, J José Murillo-Fuentes, F Pérez-Cruz
IEEE Transactions on Information Theory,, 3354 - 3377, 2013
22*2013
Deep autoregressive models with spectral attention
F Moreno-Pino, PM Olmos, A Artés-Rodríguez
Pattern Recognition 133, 109014, 2023
212023
Detecting interference in a wireless communication system
GE Asensio, FJR Andres, JJM Fuentes, PM Olmos
US Patent 8,260,210, 2012
212012
Deep Sequential Models for Suicidal Ideation from Multiple Source Data
AAR Ignacio Peis, Pablo M Olmos, Constanza Vera-Varela, Maria Luisa Barrigon ...
IEEE Journal of Biomedical and Health Informatics, 2019
202019
Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels
PM Olmos, JJ Murillo-Fuentes, F Pérez-Cruz
2010 IEEE International Symposium on Information Theory, 799-803, 2010
202010
Continuous transmission of spatially coupled LDPC code chains
PM Olmos, DGM Mitchell, D Truhachev, DJ Costello
IEEE Transactions on Communications 65 (12), 5097-5109, 2017
18*2017
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