Pablo M. Olmos
Orcid: 0000-0003-4276-5178
According to our database1,
Pablo M. Olmos
authored at least 88 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss.
CoRR, 2024
Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models.
CoRR, 2024
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks.
Eng. Appl. Artif. Intell., November, 2023
IEEE J. Biomed. Health Informatics, September, 2023
Neural Networks, April, 2023
Pattern Recognit., 2023
Automatic antibiotic resistance prediction in <i>Klebsiella pneumoniae</i> based on MALDI-TOF mass spectra.
Eng. Appl. Artif. Intell., 2023
CoRR, 2023
Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data.
CoRR, 2022
CoRR, 2022
Comput. Methods Programs Biomed., 2022
Safe importance sampling based on partial posteriors and neural variational approximations.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Spatially Coupled Generalized LDPC Codes: Asymptotic Analysis and Finite Length Scaling.
IEEE Trans. Inf. Theory, 2021
Pattern Recognit., 2021
Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines.
IEEE Access, 2021
2020
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the Computing in Cardiology, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC.
IEEE Trans. Inf. Theory, 2019
Portable Multispectral System Based on Color Detector for the Analysis of Homogeneous Surfaces.
J. Sensors, 2019
2018
Probabilistic MIMO Symbol Detection With Expectation Consistency Approximate Inference.
IEEE Trans. Veh. Technol., 2018
Generalized LDPC Codes for Ultra Reliable Low Latency Communication in 5G and Beyond.
IEEE Access, 2018
Proceedings of the IEEE Information Theory Workshop, 2018
Proceedings of the 10th IEEE International Symposium on Turbo Codes & Iterative Information Processing, 2018
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018
2017
IEEE Trans. Wirel. Commun., 2017
IEEE Trans. Commun., 2017
IEEE Trans. Commun., 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
2016
Neural Comput., 2016
On the Waterfall Performance of Finite-Length SC-LDPC Codes Constructed From Protographs.
IEEE J. Sel. Areas Commun., 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
2015
A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes.
IEEE Trans. Inf. Theory, 2015
Scalable multi-output label prediction: From classifier chains to classifier trellises.
Pattern Recognit., 2015
IEEE Commun. Lett., 2015
Finite-length performance of multi-edge protograph-based spatially coupled LDPC codes.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
IEEE Trans. Commun., 2014
Improving the Finite-Length Performance of Spatially Coupled LDPC Codes by Connecting Multiple Code Chains.
CoRR, 2014
Improving the finite-length performance of long SC-LDPC code chains by connecting consecutive chains.
Proceedings of the 8th International Symposium on Turbo Codes and Iterative Information Processing, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
IEEE Trans. Inf. Theory, 2013
IEEE Trans. Commun., 2013
IEEE Trans. Commun., 2013
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
A finite length performance analysis of LDPC codes constructed by connecting spatially coupled chains.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
Improving the BP estimate over the AWGN channel using Tree-structured expectation propagation.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
2012
Remote Detection of a Frequency Jammer Operating in the Down Link of a Cellular System.
Wirel. Pers. Commun., 2012
IEEE Commun. Lett., 2012
Trans. Emerg. Telecommun. Technol., 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 2012 IEEE Information Theory Workshop, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
2011
IEEE Commun. Lett., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 2011 IEEE Information Theory Workshop, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
2010
IEEE Trans. Signal Process., 2010
Tree-structure Expectation Propagation for Decoding LDPC codes over Binary Erasure Channels
CoRR, 2010
Tree-structure expectation propagation for decoding LDPC codes over binary erasure channels.
Proceedings of the IEEE International Symposium on Information Theory, 2010
2009
Analyzing signal strength versus quality levels in cellular systems: A case study in GSM.
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Proceedings of the 17th European Signal Processing Conference, 2009