Victor Elvira
Orcid: 0000-0002-8967-4866
According to our database1,
Victor Elvira
authored at least 128 papers
between 2008 and 2024.
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Bibliography
2024
IEEE Trans. Signal Inf. Process. over Networks, 2024
IEEE Signal Process. Lett., 2024
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks.
CoRR, 2024
Proceedings of the IGARSS 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the 27th International Conference on Information Fusion, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
J. Frankl. Inst., November, 2023
Stat. Comput., October, 2023
IEEE Trans. Signal Process., 2023
GraphIT: Iterative reweighted 𝓁<sub>1</sub> algorithm for sparse graph inference in state-space models.
CoRR, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Adaptive Gaussian Nested Filter for Parameter Estimation and State Tracking in Dynamical Systems.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Graphit: Iterative Reweighted ℓ1 Algorithm for Sparse Graph Inference in State-Space Models.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
IEEE Trans. Signal Process., 2022
Entropy, 2022
A sensor selection approach to maneuvering target tracking based on trajectory function of time.
EURASIP J. Adv. Signal Process., 2022
Approximating The Likelihood Ratio in Linear-Gaussian State-Space Models for Change Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Parameter Estimation in Sparse Linear-Gaussian State-Space Models via Reversible Jump Markov Chain Monte Carlo.
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Signal Process., 2021
Multiple Importance Sampling for Symbol Error Rate Estimation of Maximum-Likelihood Detectors in MIMO Channels.
IEEE Trans. Signal Process., 2021
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification.
IEEE Trans. Computational Imaging, 2021
Compressed Particle Methods for Expensive Models With Application in Astronomy and Remote Sensing.
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Signal Process. Lett., 2021
Stat. Comput., 2021
Recurrent dictionary learning for state-space models with an application in stock forecasting.
Neurocomputing, 2021
Optimized auxiliary particle filters: adapting mixture proposals via convex optimization.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
A Nearest Neighbors Quadrature for Posterior Approximation via Adaptive Sequential Design.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on Twitter.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Importance Gauss-Hermite Gaussian Filter for Models with Non-Additive Non-Gaussian Noises.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
Comparison of Discrete and Continuous State Estimation with Focus on Active Flux Scheme.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
2020
EURASIP J. Adv. Signal Process., 2020
IEEE Access, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Graphem: EM Algorithm for Blind Kalman Filtering Under Graphical Sparsity Constraints.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms.
IEEE J. Biomed. Health Informatics, 2019
Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes].
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Lett., 2019
IEEE Signal Process. Lett., 2019
Approximate Shannon Sampling in Importance Sampling: Nearly Consistent Finite Particle Estimates.
CoRR, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Gauss-Hermite Quadrature for non-Gaussian Inference via an Importance Sampling Interpretation.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
Compressed Streaming Importance Sampling for Efficient Representations of Localization Distributions.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Vis. Comput., 2018
IEEE Signal Process. Lett., 2018
Digit. Signal Process., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Pattern Localization in Time Series Through Signal-To-Model Alignment in Latent Space.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Adapting the Number of Particles in Sequential Monte Carlo Methods Through an Online Scheme for Convergence Assessment.
IEEE Trans. Signal Process., 2017
IEEE Signal Process. Mag., 2017
Signal Process., 2017
Signal Process., 2017
Cooperative parallel particle filters for online model selection and applications to urban mobility.
Digit. Signal Process., 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Estimation of real valued impulse responses based on noisy magnitude and phase measurements.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Digit. Signal Process., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
On the relationship between online Gaussian process regression and kernel least mean squares algorithms.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A hierarchical algorithm for causality discovery among atrial fibrillation electrograms.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Signal Process., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the Computing in Cardiology, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2012
Analog antenna combining in transmit correlated channels: Transceiver design and performance evaluation.
Signal Process., 2012
2011
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011
2010
IEEE Trans. Signal Process., 2010
Proceedings of the 17th IEEE International Conference on Electronics, 2010
Proceedings of IEEE International Conference on Communications, 2010
2009
Proceedings of IEEE International Conference on Communications, 2009
Minimum BER beamforming in the RF domain for OFDM transmissions and linear receivers.
Proceedings of the IEEE International Conference on Acoustics, 2009
Diversity techniques for RF-beamforming in MIMO-OFDM systems: Design and performance evaluation.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008