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A Novel Algorithm for Adapting the Number of Particles in Particle Filtering

Víctor Elvira , Joaquín Míguez , Petar M. Djuric
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Jul 2016, Rio de Janeiro, Brazil. ⟨10.1109/SAM.2016.7569688⟩
Communication dans un congrès hal-01437041v1

A hierarchical algorithm for causality discovery among atrial fibrillation electrograms

Gonzalo Ríos-Muñoz , Víctor Elvira , David Luengo , Antonio Artes-Rodriguez
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès hal-01437049v1

Orthogonal parallel MCMC methods for sampling and optimization

Luca Martino , Víctor Elvira , David Luengo , Jukka Corander , Francisco Louzada
Digital Signal Processing, 2016, 58, pp. 64-84. ⟨10.1016/j.dsp.2016.07.013⟩
Article dans une revue hal-01437040v1

Estimation of Real Valued Impulse Responses based on Noisy Magnitude and Phase Measurements

Lang Oliver , Huemer Mario , Víctor Elvira
IEEE Conference on Signals, Systems, and Computers (ASILOMAR 2017), Oct 2017, Pacific Groove, United States
Communication dans un congrès hal-01686054v1

Robust Covariance Adaptation in Adaptive Importance Sampling

Yousef El-Laham , Víctor Elvira , Monica Bugallo
IEEE Signal Processing Letters, 2018, 25 (7), pp.1049-1053
Article dans une revue hal-02019041v1

Adaptive importance sampling with scaled Langevin proposal adaptatioń

Emilie Chouzenoux , Víctor Elvira
EUROCAST 2019 - 17th International Conference on Computer Aided Systems Theory, Feb 2019, Las Palmas de Gran Canaria, Spain
Communication dans un congrès hal-02454644v1

Layered Adaptive Importance Sampling

Luca Martino , Víctor Elvira , David Luengo , Jukka Corander
Statistics and Computing, 2017, 27 (3), pp.599-623. ⟨10.1007/s11222-016-9642-5⟩
Article dans une revue hal-01437037v1
Image document

Blind Kalman Filtering for Short-term Load Forecasting

Shalini Sharma , Angshul Majumdar , Víctor Elvira , Emilie Chouzenoux
IEEE Transactions on Power Systems, 2020, 35 (6), pp.4916-4919
Article dans une revue hal-02921322v1

Information fusion via importance sampling

Augustin Saucan , Víctor Elvira , Pramod Varshney , Moe Win
IEEE Transactions on Signal and Information Processing over Networks, 2023, pp.1-14. ⟨10.1109/TSIPN.2023.3299512⟩
Article dans une revue hal-04327923v1

Adaptive Importance Sampling: The past, the present, and the future

Monica Bugallo , Víctor Elvira , Luca Martino , David Luengo , Joaquin Miguez , et al.
IEEE Signal Processing Magazine, 2017, 34 (4), pp.60 - 79. ⟨10.1109/MSP.2017.2699226⟩
Article dans une revue hal-01684850v1

Group Metropolis Sampling

Luca Martino , Víctor Elvira , Gustau Camps-Valls
25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece
Communication dans un congrès hal-01684867v1

Recycling Gibbs Sampling

Luca Martino , Víctor Elvira , Gustau Camps-Valls
25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos, Greece
Communication dans un congrès hal-01684868v1

Pattern Localization in Time Series Through Signal-To-Model Alignment in Latent Space

Steven van Vaerenbergh , Ignacio Santamaria , Víctor Elvira , Matteo Salvatori
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.2711-2715
Communication dans un congrès hal-02018956v1

Rethinking the Effective Sample Size

Víctor Elvira , Luca Martino , Christian Robert
International Statistical Review, 2022, 90 (3), pp.525-550. ⟨10.1111/insr.12500⟩
Article dans une revue hal-03911753v1

Heretical Mutiple Importance Sampling

Víctor Elvira , Luca Martino , David Luengo , Mónica F. Bugallo
IEEE Signal Processing Letters, 2016, 23 (10), pp.1474-1478. ⟨10.1109/LSP.2016.2600678⟩
Article dans une revue hal-01437026v1

Novel weighting schemes with non-disjoint mixtures of proposals in multiple importance sampling

Víctor Elvira , Luca Martino , David Luengo , Mónica F. Bugallo
IEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Mallorca, Spain. ⟨10.1109/SSP.2016.7551744⟩
Communication dans un congrès hal-01437044v1

Latent Variable Analysis of Causal Interactions in Atrial Fibrillation Electrograms

David Lunego , Víctor Elvira
Computing in Cardiology 2016, Sep 2017, Vancouver Canada
Communication dans un congrès hal-01435714v1

Multiple Importance Sampling for Efficient Symbol Error Rate Estimation

Víctor Elvira , Ignacio Santamaria
IEEE Signal Processing Letters, 2019, 26 (3), pp.420-424. ⟨10.1109/LSP.2019.2892835⟩
Article dans une revue hal-02019047v1

The Incremental Proximal Method: A Probabilistic Perspective

Omer Deniz Akyildiz , Víctor Elvira , Joaquín Míguez
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4279-4283
Communication dans un congrès hal-02018962v1

Immunophenotype and Transcriptome Profile of Patients With Multiple Sclerosis Treated With Fingolimod: Setting Up a Model for Prediction of Response in a 2-Year Translational Study

Irene Moreno-Torres , Coral González-García , Marco Marconi , Aranzazu García-Grande , Luis Rodríguez-Esparragoza , et al.
Frontiers in Immunology, 2018, 9
Article dans une revue hal-02019034v1

Online Adaptation of the Number of Particles of Sequential Monte Carlo Methods

Víctor Elvira , Joaquín Míguez , Petar M. Djuric
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès hal-01437047v1

Alternative Effective Sample Size measures for Importance Sampling

Luca Martino , Víctor Elvira , Francisco Louzada
IEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Mallorca, Spain
Communication dans un congrès hal-01437045v1

Accelerating MCMC algorithms

Christian Robert , Víctor Elvira , Nick Tawn , Changye Wu
Wiley Interdisciplinary Reviews: Computational Statistics, 2018, 10 (5), pp.e1435
Article dans une revue hal-01961128v1

Population Monte Carlo Schemes with Reduced Path Degeneracy

Víctor Elvira , Luca Martino , David Luengo , Mónica F. Bugallo
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands
Communication dans un congrès hal-01684860v1

Anti-tempered Layered Adaptive Importance Sampling

Luca Martino , Víctor Elvira , David Luengo
22nd International Conference on Digital Signal Processing (DSP 2017), Aug 2017, London, United Kingdom
Communication dans un congrès hal-01684865v1

Group Importance Sampling for particle filtering and MCMC

Luca Martino , Víctor Elvira , Gustau Camps-Valls
Digital Signal Processing, 2018, 82, pp.133-151
Article dans une revue hal-02019044v1
Image document

Optimized Population Monte Carlo

Víctor Elvira , Emilie Chouzenoux
IEEE Transactions on Signal Processing, 2022, 70, pp.2489-2501. ⟨10.1109/TSP.2022.3172619⟩
Article dans une revue hal-03136318v3

Generalized Multiple Importance Sampling

Víctor Elvira , Luca Martino , David Luengo , Mónica F. Bugallo
Statistical Science, 2019, 34 (1), pp.129-155. ⟨10.1214/18-STS668⟩
Article dans une revue hal-02019052v1

A probabilistic incremental proximal gradient method

Ömer Deniz Akyildiz , Emilie Chouzenoux , Víctor Elvira , Joaquín Míguez
IEEE Signal Processing Letters, 2019, 26 (8), pp.1257-1261. ⟨10.1109/LSP.2019.2926926⟩
Article dans une revue hal-01946642v1

A new strategy for effective learning in population Monte Carlo sampling

Mónica F. Bugallo , Víctor Elvira , Luca Martino
Asilomar Conference on Signals, Systems, and Computers, Nov 2016, Pacific Grove, United States
Communication dans un congrès hal-01430350v1