The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Martinez Olmos, Pablo pamartin@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

Automatic patient functionality assessment from multimodal data using deep learning techniques &- Development and feasibility evaluation

  • Sükei, Emese
  • Leon-martinez, Santiago De
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

Internet Interventions-The Application of Information Technology in Mental and Behavioural Health (p. 100657-1-100657-9) - 9/2023

https://doi.org/10.1016/j.invent.2023.100657 View at source

  • ISSN 2214-7829

Handling Ill-Conditioned Omics Data with Deep Probabilistic Models

  • Martinez Garcia, Maria
  • Martinez Olmos, Pablo

IEEE Journal of Biomedical and Health Informatics - 9/2023

https://doi.org/10.1109/jbhi.2023.3279493 View at source

  • EISSN 2168-2208
  • ISSN 2168-2194

Regularizing transformers with deep probabilistic layers

  • Aguilera, Aurora Cobo
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio
  • Perez Cruz, Fernando

NEURAL NETWORKS - 4/2023

https://doi.org/10.1016/j.neunet.2023.01.032 View at source

  • EISSN 1879-2782
  • ISSN 0893-6080
Open Access

Unsupervised learning of global factors in deep generative models

  • Peis Aznarte, Ignacio
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

PATTERN RECOGNITION (p. 1-12) - 2/2023

10.1016/j.patcog.2022.109130 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra

  • Guerrero-López A
  • Sevilla-Salcedo C
  • Candela A
  • Hernández-García M
  • Cercenado E
  • Olmos PM
  • Cantón R
  • Muñoz P
  • Gómez-Verdejo V
  • del Campo R
  • Rodríguez-Sánchez B
... View more Collapse

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - 1/2/2023

https://doi.org/10.1016/j.engappai.2022.105644 View at source

  • EISSN 1873-6769
  • ISSN 09521976

Deep autoregressive models with spectral attention

  • Moreno Pino, Fernando
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

PATTERN RECOGNITION (p. 1-12) - 1/2023

https://doi.org/10.1016/j.patcog.2022.109014 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203
Open Access

Medical data wrangling with sequential variational autoencoders

  • Barrejon Moreno, Daniel
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

IEEE Journal of Biomedical and Health Informatics (p. 2737-2745) - 6/2022

https://doi.org/10.1109/jbhi.2021.3123839 View at source

  • EISSN 2168-2208
  • ISSN 2168-2194

Bayesian sparse factor analysis with kernelized observations

  • Sevilla-Salcedo C
  • Guerrero-López A
  • M Olmos P
  • Gómez-Verdejo V

NEUROCOMPUTING (p. 66-78) - 1/6/2022

https://doi.org/10.1016/j.neucom.2022.03.024 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312

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 - 11/2022

https://doi.org/10.1016/j.cmpb.2022.107056 View at source

  • EISSN 1872-7565
  • ISSN 0169-2607
Open Access

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 (p. 3708 -3723) - 6/2021

https://doi.org/10.1109/tit.2021.3071743 View at source

  • EISSN 1557-9654
  • ISSN 0018-9448

This researcher has no books.

This researcher has no book chapters.

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 (p. 1-6) - 2021

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/globecom42002.2020.9322143 View at source

  • ISBN 978-1-7281-8298-8

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

Open Access

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
... View more Collapse

2020 Computing in Cardiology Conference (CinC 2020) (p. 1-4) - 2020

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.22489/cinc.2020.098 View at source

  • ISBN 978-1-7281-1105-6

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) (p. 429-434) - 2018

10.1109/icfhr-2018.2018.00081 View at source

On Generalized LDPC Codes for 5G Ultra Reliable Communication

  • Liu, Yanfang
  • Martinez Olmos, Pablo
  • Mitchell, David G.m.

IEEE Information Theory Workshop (ITW) (p. 81-85) - 2018

  • ISBN 978-1-5386-3599-5
Open Access

On LDPC Code Ensembles with Generalized Constraints

  • Liu, Yanfang
  • Martinez Olmos, Pablo
  • Koch, Tobias Mirco

2017 IEEE International Symposium on Information Theory (p. 371-375) - 2017

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.1109/isit.2017.8006552 View at source

  • ISBN 978-1-5090-4096-4

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) (p. 72-76) - 2014

https://doi.org/10.1109/istc.2014.6955088 View at source

  • ISBN 978-1-4799-5985-3

Diversity versus multiplexing at finite blocklength

  • Ostman, Johan
  • Yang, Wei
  • Giuseppe, Durisi
  • Koch, Tobias Mirco

2014 IEEE International Symposium on Information Theory (ISIT) (p. 891-895) - 2014

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/iswcs.2014.6933444 View at source

  • ISBN 978-1-4799-5186-4
Open Access

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) (p. 1997-2001) - 2014

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/isit.2014.6875183 View at source

This researcher has no working papers.

This researcher has no technical reports.

Sesiones de formación en computación en la nube y en el uso de inteligencia artificial. para tratamiento de lenguaje natural.

  • Parrado Hernandez, Emilio
  • Artes Rodriguez, Antonio
  • Martinez Olmos, Pablo

Period: 01-05-2024 - 01-06-2024

Type of funding: Regional

Funding entity: FUNDACIÓN DE LOS BANCOS Y CAJAS DE CECA (FUNCAS)

FLAMA-CM-UC3M - Foundational Learning in Atrial Fibrillation through Modeling with Artificial Intelligence (FLAMA-CM-UC3M)

  • Rios Muñoz, Gonzalo Ricardo
  • Sevilla Salcedo, Carlos
  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo
  • Muñoz Barrutia, Maria Arrate
  • Gallego Viñaras, Lorena

Period: 01-07-2024 - 31-12-2026

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

CPP2022-009537 - Prevención de reCAídas en tRastornos dE conducta. - PreCARE

  • Artes Rodriguez, Antonio
  • Martinez Olmos, Pablo
  • Ramirez Garcia, David

Period: 30-11-2023 - 29-11-2026

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

IND2022/TIC-23550 - Patient-centered mental health with attention machine learning (PaC-MAN)

  • Martinez Olmos, Pablo

Period: 01-01-2023 - 31-12-2025

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

PMP22/00084 - Medicina Personalizada (MedPer) en la detección precoz del deterioro cognitivo (DC) preclínico. Desarrollo de un modelo predictivo de riesgo.

  • Martinez Olmos, Pablo

Period: 01-01-2023 - 31-12-2025

Type of funding: National

Funding entity: INSTITUTO DE INVESTIGACIÓN BIOMÉDIA DE SALAMANCA (IBSAL)

PID2021-123182OB-I00 - 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
... View more Collapse

Period: 01-09-2022 - 31-08-2025

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

INEA/CEF/ICT/A2020/2373713 - 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
  • Blanco Fortes, Saul
  • Sevilla Salcedo, Carlos
  • Calvo Bartolome, Lorena
  • Espinosa Melchor, Jose Antonio
  • Gonzalez Gamella, Carlos
... View more Collapse

Period: 01-01-2022 - 31-12-2024

Type of funding: European

Funding entity: EUROPEAN COMMISSION

SMEPDFEF-CM-UC3M - 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
... View more Collapse

Period: 01-01-2022 - 31-12-2023

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

101004870 - 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
  • Espinosa Melchor, Jose Antonio
... View more Collapse

Period: 01-01-2021 - 31-12-2023

Type of funding: European

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

IND2020/TIC-17372 - Machine learning prediction of the emotional state after the COVID-19 pandemic in depressive. psychiatric patients (ESPECTRO).

  • Martinez Olmos, Pablo

Period: 16-02-2021 - 15-02-2024

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Expectation Propagation Decoding of Low-Density Parity-Check Codes

  • Martinez Olmos, Pablo
  • Perez Cruz, Fernando
  • Murillo Fuentes, Juan Jose

Reading date: 27-05-2011

Reading institution: UNIVERSIDAD DE SEVILLA

On Generalized LDPC Codes for Ultra Reliable Communication

  • Liu, Yanfang
  • Martinez Olmos, Pablo
  • Koch, Tobias Mirco

Reading date: 31-01-2019

Approximate<br/> Inference in Massive MIMO Scenarios with Moment Matching Techniques

  • Cespedes Martin, Javier
  • Sanchez Fernandez, Matilde Pilar
  • Martinez Olmos, Pablo

Reading date: 17-01-2017

A Step Towards Advancing Digital Phenotyping In Mental Healthcare

  • Artes Rodriguez, Antonio
  • Sükei, Emese
  • Martinez Olmos, Pablo

Reading date: 19-12-2022

Probabilistic Models and Natural Language Processing in Health

  • Artes Rodriguez, Antonio
  • Cobo Aguilera, Aurora
  • Martinez Olmos, Pablo

Reading date: 15-12-2022

Deep Attentive Time Series Modelling for Quantitative Finance

  • Artes Rodriguez, Antonio
  • Moreno Pino, Fernando
  • Martinez Olmos, Pablo

Reading date: 05-05-2023

Change-Point Detection Methods for Behavioral Shift Recognition in Mental Healthcare

  • Martinez Olmos, Pablo
  • Romero Medrano, Lorena
  • Artes Rodriguez, Antonio

Reading date: 20-01-2023

Advanced Inference and Representation Learning Methods in Variational Autoencoders

  • Artes Rodriguez, Antonio
  • Peis Aznarte, Ignacio
  • Martinez Olmos, Pablo

Reading date: 22-09-2023

How can humans leverage machine learning? From Medical Data Wrangling to Learning to Defer to Multiple Experts

  • Barrejon Moreno, Daniel
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

Reading date: 04-10-2023

Clinical Microbiology with Multi-view Deep Probabilistic Models

  • Guerrero Lopez, Alejandro Jorge
  • Martinez Olmos, Pablo
  • Gomez Verdejo, Vanessa

Reading date: 31-05-2023

This researcher has no patents or software licenses.

Last data update: 8/28/24 2:21 PM