Deep Sequential Models for Suicidal Ideation from Multiple Source Data - Peis Aznarte, Ignacio; Martinez Olmos, Pablo; Vera-varela, Constanza; Barrigon Estevez, Maria Luisa; Courtet, Philippe; Baca Garcia, Enrique; Artes Rodriguez, Antonio (IEEE Journal of Biomedical and Health Informatics, 2019)

Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms - Rios Muñoz, Gonzalo Ricardo; Moreno Pino, Fernando; Soto, Nina; Martinez Olmos, Pablo; Artes Rodriguez, Antonio; Fernández Avilés, Francisco; Arenal, Ángel (2020 Computing in Cardiology Conference (CinC 2020), 2020)

Medical data wrangling with sequential variational autoencoders - Barrejon Moreno, Daniel; Martinez Olmos, Pablo; Artes Rodriguez, Antonio (IEEE Journal of Biomedical and Health Informatics, 2022)

Predicting emotional states using behavioral markers derived from passively sensed data: Data-driven machine learning approach - Sükei, Emese; Norbury, Agnes; Perez-rodriguez, M. Mercedes; Martinez Olmos, Pablo; Artes Rodriguez, Antonio (JMIR mHealth and uHealth, 2021)

Sistema de atención domiciliaria inteligente e interactivo para la mitigación de la pandemia del COVID-19 - Artes Rodriguez, Antonio; Sanchez Sanchez, Angel; Gallardo Antolin, Ascension; Balaguer Bernaldo De Quiros, Carlos; Diaz De Maria, Fernando; Aedo Cuevas, Ignacio; Gonzalez Carrasco, Israel; Ruiz Mezcua, Maria Belen; Diaz Perez, Maria Paloma; Martinez Fernandez, Paloma; Jardon Huete, Alberto; Moreno Lopez, Lourdes; et al. (2020)

PRACTICO-CM Psiquiatría Computacional y Modelos Integrales de Comportamiento - Artes Rodriguez, Antonio; Sanchez Sanchez, Angel; Miguez Arenas, Joaquin; Martino, Luca; Vazquez Lopez, Manuel Alberto; Delgado Gomez, David; Martinez Olmos, Pablo; Cespedes Martin, Javier; Ramirez Garcia, David; Moreno Muñoz, Pablo; Bonilla Escribano, Pablo; Perez Vieites, Sara; et al. (2019)

Modelos profundos y explicables basados en variables latentes para salud mental - Martinez Olmos, Pablo; Ramirez Garcia, David; Artes Rodriguez, Antonio; Perez Cruz, Fernando; Murillo Fuentes, Juan Jose; Via Rodríguez, Javier; Garcia Alfonso, Pilar; Iza Cia, Miren (2022)

LOLITA: Information Theory for Low-Latency Wireless Communications - Koch, Tobias Mirco; Martinez Olmos, Pablo; Lancho Serrano, Alejandro; Villacres Estrada, Grace Silvana; Vazquez Vilar, Gonzalo; Ravikumaran Nair, Jithin; Qi, Chao; Kallumadatil Velluva, Harsha (2017)

Uncertainty propagation meeting space debris needs (T711-501GR) ESA Contract nº 4000126151/19/D7SR - Miguez Arenas, Joaquin; Artes Rodriguez, Antonio; Martino, Luca; Vazquez Lopez, Manuel Alberto; Sanjurjo Rivo, Manuel; Martinez Olmos, Pablo; López Santiago, Javier (2019)

CASI-CAM-CM. Conceptos y Aplicaciones de los Sistemas Inteligentes - Figueiras Vidal, Anibal Ramon; Artes Rodriguez, Antonio; Gallardo Antolin, Ascension; Gonzalez Serrano, Francisco Javier; Molina Bulla, Harold Yesid; Lazaro Teja, Marcelino; Miguez Arenas, Joaquin; Azpicueta Ruiz, Luis Antonio; Martinez Olmos, Pablo; Nazabal Renteria, Alfredo; Koch, Tobias Mirco; Alvarez Perez, Lorena; et al. (2014)

Supervisión del desarrollo de algoritmos para análisis de imagen multiespectral satelital - Artes Rodriguez, Antonio; Martinez Olmos, Pablo (2017)

Servicio para la identificación de tendencias en el Sector I+D+i - Arenas Garcia, Jeronimo; Navia Vazquez, Angel; Cid Sueiro, Jesus; Gomez Verdejo, Vanessa; Martinez Olmos, Pablo; Blanco Fortes, Saul; Roca Sotelo, Simón (2018)

Machine Learning Frontiers in Precision Medicine - Artes Rodriguez, Antonio; Martinez Olmos, Pablo; Sükei, Emese (2019)

IntelComp: A Competitive Intelligence Cloud/HPC Platform for AI-based STI Policy Making - Arenas Garcia, Jeronimo; Navia Vazquez, Angel; Gallardo Antolin, Ascension; Molina Bulla, Harold Yesid; Cid Sueiro, Jesus; Gomez Verdejo, Vanessa; Khalil Shawer, Doaa Samy; Vazquez Lopez, Manuel Alberto; Martinez Olmos, Pablo; Vazquez Lopez, Antonio; Blanco Fortes, Saul; Calvo Bartolome, Lorena; et al. (2021)

Servicios de asesoramiento en el área de soluciones de tratamiento de señal y aprendizaje automático en el ámbito de la salud - Miguez Arenas, Joaquin; Ramirez Garcia, David; Molina Bulla, Harold Yesid; Vazquez Lopez, Manuel Alberto; Martinez Olmos, Pablo (2018)

Desarrollo de algoritmos de análisis de calidad de datos adquiridos en las inspecciones de tubos de generadores de vapor - Artes Rodriguez, Antonio; Miguez Arenas, Joaquin; Leiva Murillo, Jose Miguel; Vaquero Quintana, Paloma; Vazquez Lopez, Manuel Alberto; Martinez Olmos, Pablo; Valera Perez, Alberto (2014)

NEXTPROCUREMENT: Open Harmonized and Enriched Public Procurement Platform - Arenas Garcia, Jeronimo; Navia Vazquez, Angel; Gallardo Antolin, Ascension; Cid Sueiro, Jesus; Gomez Verdejo, Vanessa; Vazquez Lopez, Manuel Alberto; Martinez Olmos, Pablo; Blanco Fortes, Saul; Sevilla Salcedo, Carlos (2022)

Avances en aprendizaje estadístico, comunicaciones y teoría de la informacion - Perez Cruz, Fernando; Artes Rodriguez, Antonio; Leiva Murillo, Jose Miguel; Valera Martinez, Maria Isabel; Rodriguez Ruiz, Francisco Jesus; Garcia Moreno, Pablo; Gil Taborda, Camilo; Martinez Olmos, Pablo; Fernandez Pradier, Melanie; Carballo Belloso, Juan Jose (2013)

Decodificación iterativa en longitud finita: límites fundamentales, construcciones prácticas e inferencia - Martinez Olmos, Pablo; Vazquez Vilar, Gonzalo; Koch, Tobias Mirco (2016)

Proyecto de desarrollo de las capacidades de medición de competencias de candidatos a través de la Gamificación y la Inteligencia Artificial - Artes Rodriguez, Antonio; Miguez Arenas, Joaquin; Martinez Olmos, Pablo; Ramirez Garcia, David (2020)

Aprendizaje máquina y computación masiva para medicina personalizada y análisis cuantitativo del clima - Artes Rodriguez, Antonio; Miguez Arenas, Joaquin; Molina Bulla, Harold Yesid; Martino, Luca; Martinez Olmos, Pablo; Rios Muñoz, Gonzalo Ricardo; Perez Mariño, Ines; Barrigon Estevez, Maria Luisa; Bonilla Escribano, Pablo; López Santiago, Javier; Peis Aznarte, Ignacio; Lopez Moriñigo, Javier; et al. (2019)

A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes - Martinez Olmos, Pablo; Urbanke, Ruediger L. (IEEE TRANSACTIONS ON INFORMATION THEORY, 2015)

Remote Detection of Interfered Downlinks in Wireless Cellular Systems - Reyes Guerrero, Juan Carlos; Murillo Fuentes, Juan Jose; Martinez Olmos, Pablo (Transactions on Emerging Telecommunications Technologies, 2012)

Spatially Coupled Generalized LDPC Codes: Introduction and Overview - Costello, Daniel J.; Mitchell, David G.m.; Martinez Olmos, Pablo; Lentmaier, Michael (10th IEEE International Symposium on Turbo Codes & Iterative Information Processing (ISTC), 2018)

Boosting Handwriting Text Recognition in Small Databases with Transfer Learning - Aradillas, Jose Carlos; Murillo Fuentes, Juan Jose; Martinez Olmos, Pablo (16th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2018)

Handling incomplete heterogeneous data using VAEs - Nazabal Renteria, Alfredo; Martinez Olmos, Pablo; Ghahramani, Zoubin; Valera Martínez, Isabel (PATTERN RECOGNITION, 2020)

Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime - Salamanca, Luis; Murillo Fuentes, Juan Jose; Martinez Olmos, Pablo; Perez Cruz, Fernando; Verdú, Segio (IEEE COMMUNICATIONS LETTERS, 2015)

On the Design of Generalized LDPC Codes with Component BCJR Decoding - Liu, Yanfang; Martinez Olmos, Pablo; Mitchell, David G.m. (IEEE GLOBECOM 2020 - Global Communications Conference. Communications for Human and Machine Intelligence, 2021)

Expectation Propagation Detection for High-Order High-Dimensional MIMO Systems - Cespedes Martin, Javier; Martinez Olmos, Pablo; Sanchez Fernandez, Matilde Pilar; Perez Cruz, Fernando (IEEE TRANSACTIONS ON COMMUNICATIONS, 2014)

Finite-length analysis of the TEP decoder for LDPC ensembles over the BEC - Martinez Olmos, Pablo; Salamanca, Luis; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (2012 IEEE International Symposium of Information Theory, 2012)

Infinite continuous feature model for Psychiatric comorbidity analysis - Valera, Isabel; Rodriguez Ruiz, Francisco Jesus; Martinez Olmos, Pablo; Blanco, Carlos; Perez Cruz, Fernando (Workshop in Machine Learning for Clinical Data Analysis and Healthcare at Neural Information Processing Systems Conference 2013 (NIPS2013), 2013)

On the Waterfall Performance of Finite-Length SC-LDPC Codes Constructed From Protographs - Stinner, Markus; Martinez Olmos, Pablo (IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016)

Coding and Approximate Inference - Salamanca, L.; Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (7th Information Theory and Applications Workshop (ITA 2012), 2012)

Scaling behavior of Convolutional LDPC ensembles over the BEC - Martinez Olmos, Pablo; Sarkar, Tapan K. (Workshop on Combinatorial, Algebraic and Algorithmic Aspects of Coding Theory (CAACT) 2011., 2011)

On the Design of LDPC-Convolutional Ensembles Using the TEP Decoder - Martinez Olmos, Pablo; Salamanca, Luis; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (IEEE COMMUNICATIONS LETTERS, 2012)

Sparse semi-supervised heterogeneous interbattery bayesian analysis - Sevilla Salcedo, Carlos; Gomez Verdejo, Vanessa; Martinez Olmos, Pablo (PATTERN RECOGNITION, 2021)

A closed-form scaling law for convolutional LDPC codes over the BEC - Martinez Olmos, Pablo; Urbanke, R. (IEEE Information Theory Workshop (ITW), 2013)

Herramientas Jupyterhub y Nbgrader dentro de Aula Global. Un piloto en la asignatura "Procesamiento del Lenguaje Natural" - Martinez Olmos, Pablo (Jornada de Innovación Docente 2021: aprendizaje activo, 2021)

Entropy-constrained scalar quantization with a lossy-compressed bit - Fernandez Pradier, Melanie; Martinez Olmos, Pablo; Perez Cruz, Fernando (Entropy (Entropy), 2016)

Reduced Complexity MAP decoder for LDPC codes over the BEC using Tree-Structure Expectation Propagation - Salamanca, L.; Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (2011 Information Theory and Applications Workshop, 2011)

MAP decoding for LDPC codes over the Binary Erasure Channel - Salamanca, L.; Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (2011 IEEE Information Theory Workshop, 2011)

An Application of Tree-Structured Expectation Propagation for Channel Decoding - Martinez Olmos, Pablo; Salamanca, L.; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS), 2011, 2011)

Multi-task longitudinal forecasting with missing values on Alzheimer's Disease - Sevilla Salcedo, Carlos; Imani, Vandad; Martinez Olmos, Pablo; Gomez Verdejo, Vanessa; Tohka, Jussi (Computer Methods and Programs in Biomedicine, 2022)

Remote detection of a frequency jammer operating in the down link of a cellular system - Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Esteve, Guillermo (WIRELESS PERSONAL COMMUNICATIONS, 2012)

Finite-length performance of spatially-coupled LDPC codes under TEP decoding - Martinez Olmos, Pablo; Perez Cruz, Fernando; Salamanca, Luis; Murillo Fuentes, Juan Jose (IEEE Information Theory Workshop 2012 (ITW), 2012)

Expectation Propagation Decoding of Low-Density Parity-Check Codes - Martinez Olmos, Pablo; Perez Cruz, Fernando; Murillo Fuentes, Juan Jose

Turbo EP-Based Equalization: A Filter-Type Implementation - Santos, Irene; Murillo Fuentes, Jose; Arias De Reyna, Eva; Martinez Olmos, Pablo (IEEE TRANSACTIONS ON COMMUNICATIONS, 2018)

On Generalized LDPC Codes for 5G Ultra Reliable Communication - Liu, Yanfang; Martinez Olmos, Pablo; Mitchell, David G.m. (IEEE Information Theory Workshop (ITW), 2018)

A finite length performance analysis of LDPC codes constructed by connecting spatially coupled chains - Martinez Olmos, Pablo; Mitchell, D.g.m.; Truhachev, D.; Costello, D.j. (Information Theory Workshop (ITW), 2013 IEEE, 2013)

Continuous Transmission of Spatially Coupled LDPC Code Chains - Martinez Olmos, Pablo; Mitchell, David G.m.; Truhachev, Dmitri; Costello, Daniel J. (IEEE TRANSACTIONS ON COMMUNICATIONS, 2017)

Improving the finite-length performance of long SC-LDPC code chains by connecting consecutive chains - Martinez Olmos, Pablo; Mitchell, D.g.m.; Truhachev, D.; Costello, D.j. (8th International Symposium on Turbo Codes and Iterative Information Processing (ISTC 2014), 2014)

Probabilistic MIMO symbol detection with expectation consistency approximate inference. - Cespedes Martin, Javier; Martinez Olmos, Pablo; Sanchez Fernandez, Matilde Pilar; Perez Cruz, Fernando (IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018)

Expectation Propagation as Turbo Equalizer in ISI Channels - Santos, Irene; Murillo Fuentes, Juan Jose; Boloix Tortosa, Rafael; Arias De Reyna, Eva; Martinez Olmos, Pablo (IEEE TRANSACTIONS ON COMMUNICATIONS, 2017)

Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation - Salamanca, L.; Murillo Fuentes, Juan Jose; Martinez Olmos, Pablo; Perez Cruz, Fernando (IEEE International Symposium on Information Theory (ISIT), 2013, 2013)

Tree-structured expectation propagation for LDPC decoding over BMS channels - Salamanca, Luis; Martinez Olmos, Pablo; Perez Cruz, Fernando; Murillo Fuentes, Juan Jose (IEEE TRANSACTIONS ON COMMUNICATIONS, 2013)

Tree expectation propagation for ML decoding of LDPC codes over the BEC - Salamanca, Luis; Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (IEEE TRANSACTIONS ON COMMUNICATIONS, 2012)

Tree-structure expectation propagation for LDPC decoding over the BEC - Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (IEEE TRANSACTIONS ON INFORMATION THEORY, 2013)

A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC - Liu, Yanfang; Martinez Olmos, Pablo; Koch, Tobias Mirco (IEEE TRANSACTIONS ON INFORMATION THEORY, 2019)

Diversity versus multiplexing at finite blocklength - Ostman, Johan; Yang, Wei; Giuseppe, Durisi; Koch, Tobias Mirco (2014 IEEE International Symposium on Information Theory (ISIT), 2014)

Spatially coupled generalized LDPC codes: asymptotic analysis and finite length scaling - Mitchell, David G.m.; Martinez Olmos, Pablo; Lentmaier, Michael; Costello, Daniel J. (IEEE TRANSACTIONS ON INFORMATION THEORY, 2021)

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra - Guerrero Lopez, Alejandro Jorge; Sevilla Salcedo, Carlos; Candela, Ana; Hernandez Garcia, Marta; Cercenado, Emilia; Martinez Olmos, Pablo; Canton, Rafael; Muñoz, Patricia; Gomez Verdejo, Vanessa; Del Campo, Rosa; Rodriguez Sanchez, Belen (ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023)

Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines - Aradillas Jaramillo, Jose Carlos; Murillo Fuentes, Juan Jose; Martinez Olmos, Pablo (IEEE Access, 2021)

Probabilistic Time of Arrival Localization - Perez Cruz, Fernando; Martinez Olmos, Pablo; Zhang, Michael Minyi; Huang, Howard (IEEE SIGNAL PROCESSING LETTERS, 2019)

On LDPC Code Ensembles with Generalized Constraints - Liu, Yanfang; Martinez Olmos, Pablo; Koch, Tobias Mirco (2017 IEEE International Symposium on Information Theory, 2017)

Portable Multispectral System Based on Color Detector for the Analysis of Homogeneous Surfaces - Martínez Olmos, A; Martinez Olmos, Pablo; Erenas, M.m; Escobedo, P (Journal of Sensors, 2019)

Improved performance of LDPC-coded MIMO systems with EP-based soft-decisions - Cespedes Martin, Javier; Martinez Olmos, Pablo; Sanchez Fernandez, Matilde Pilar; Perez Cruz, Fernando (IEEE International Symposium on Information Theory (ISIT 2014), 2014)

Generalized LDPC Codes for Ultra Reliable Low Latency Communication in 5G and Beyond - Liu, Yanfang; Martinez Olmos, Pablo; Mitchell, David G.m. (IEEE Access, 2018)

Capacity achieving LDPC ensembles for the TEP decoder in erasure channels - Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose; Perez Cruz, Fernando (2011 IEEE International Symposium of Information Theory, 2011)

Probabilistic Equalization With a Smoothing Expectation Propagation Approach - Santos, Irene; Murillo Fuentes, Juan Jose; Arias De Reyna, Eva; Martinez Olmos, Pablo (IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017)

On Generalized LDPC Codes for Ultra Reliable Communication - Liu, Yanfang; Martinez Olmos, Pablo; Koch, Tobias Mirco

Approximate Inference in Massive MIMO Scenarios with Moment Matching Techniques - Cespedes Martin, Javier; Sanchez Fernandez, Matilde Pilar; Martinez Olmos, Pablo

Detección precoz de Crisis de Autismo (PETRA) - Martinez Olmos, Pablo (2019)

Asesoramiento técnico para DALI 2017 - Martinez Olmos, Pablo (2017)

Machine learning prediction of the emotional state after the COVID-19 pandemic in depressive. psychiatric patients (ESPECTRO). - Martinez Olmos, Pablo (2021)

Solución de atención médica automática y personalizada para enfermedades mentales - Miguez Arenas, Joaquin; Ramirez Garcia, David; Martinez Olmos, Pablo (2019)

Domain Alignment and Data Wrangling with Deep Generative Models (Deep-DARWIN) - Martinez Olmos, Pablo; Romero Medrano, Lorena (2019)

Patient-centered mental health with attention machine learning (PaC-MAN) - Martinez Olmos, Pablo (2023)

Caracterización automática de comportamiento mediante modelos latentes basados en redes profundas. - Martinez Olmos, Pablo; Campaña Montes, Juan Jose (2018)

Servicio para enlazar oferta y demanda en contratación pública y empleo - Gomez Verdejo, Vanessa; Martinez Olmos, Pablo; Blanco Fortes, Saul; Sevilla Salcedo, Carlos (2019)

Asesoramiento y asistencia técnica para la realización del evento "International Conference on Artificial Intelligence and Statistics" celebrado en Lanzarote del 9 al 11 de abril de 2018 - Martinez Olmos, Pablo (2018)

Sistema de monitorización de estado para detección de fisuras en ejes ferroviarios (SMEPDFEF-CM-UC3M) - Gomez Garcia, Maria Jesus; Martinez Olmos, Pablo; Castejon Sisamon, Cristina; Rubio Alonso, Higinio; Lopez Galdo, Antia; Dambrosio Tomei, Gabriel; Bravo Cerrada, Almudena (2022)

Asesoramiento técnico para la organización de congresos en el ámbito de Machine Learning - Martinez Olmos, Pablo (2017)

Tree-Structure Expectation Propagation for LDPC Decoding in AWGN Channels - Perez Cruz, Fernando; Salamanca, L.; Martinez Olmos, Pablo; Murillo Fuentes, Juan Jose (ITA 2012 Information Theory and Applications Workshop, 2012)

Deep autoregressive models with spectral attention - Moreno Pino, Fernando; Martinez Olmos, Pablo; Artes Rodriguez, Antonio (PATTERN RECOGNITION, 2023)

Unsupervised learning of global factors in deep generative models - Peis Aznarte, Ignacio; Martinez Olmos, Pablo; Artes Rodriguez, Antonio (PATTERN RECOGNITION, 2023)

Scalable multi-output label prediction: From classifier chains to classifier trellises - Read, Jesse; Martino, Luca; Olmos, Pablo M.; Luengo, David; (Pattern Recognition, 2015)

Bayesian sparse factor analysis with kernelized observations - Sevilla Salcedo, Carlos; Guerrero Lopez, Alejandro Jorge; Martinez Olmos, Pablo; Gomez Verdejo, Vanessa (NEUROCOMPUTING, 2022)

Probabilistic Models and Natural Language Processing in Health - Artes Rodriguez, Antonio; Cobo Aguilera, Aurora; Martinez Olmos, Pablo

A Step Towards Advancing Digital Phenotyping In Mental Healthcare - Artes Rodriguez, Antonio; Sükei, Emese; Martinez Olmos, Pablo

Diseño de Data Link 3 - Artes Rodriguez, Antonio; Vaquero Quintana, Paloma; Martinez Olmos, Pablo (2011)

Medicina Personalizada (MedPer) en la detección precoz del deterioro cognitivo (DC) preclínico. Desarrollo de un modelo predictivo de riesgo. - Martinez Olmos, Pablo (2023)