François Desbouvries

According to our database, François Desbouvries authored at least 53 papers between 1989 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Classifier Weighted Mixture models.

Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer

CoRR, January, 2025

2024

Binary Classification Based Monte Carlo Simulation.

Elouan Argouarc'h, François Desbouvries

IEEE Signal Process. Lett., 2024

Generative vs. Discriminative modeling under the lens of uncertainty quantification.

Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki

CoRR, 2024

2023

Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint.

François Desbouvries, Yohan Petetin, Achille Salaün

IEEE Trans. Signal Process., 2023

2022

Discretely Indexed Flows.

Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer

CoRR, 2022

2021

Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching.

Yohan Petetin, Yazid Janati, François Desbouvries

IEEE Signal Process. Lett., 2021

2019

Comparing the Modeling Powers of RNN and HMM.

Achille Salaün, Yohan Petetin, François Desbouvries

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Semi-Independent Resampling for Particle Filtering.

Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier

IEEE Signal Process. Lett., 2018

A Double Proposal Normalized Importance Sampling Estimator.

Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

2017

Independent Resampling Sequential Monte Carlo Algorithms.

Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier

IEEE Trans. Signal Process., 2017

2016

An improved SIR-based Sequential Monte Carlo algorithm.

Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Particle filters with independent resampling.

Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation.

Yohan Petetin, François Desbouvries

IEEE Trans. Signal Process., 2015

2014

A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps.

Yohan Petetin, François Desbouvries

IEEE Trans. Signal Process., 2014

Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires.

Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski

Traitement du Signal, 2014

Marginalized particle PHD filters for multiple object Bayesian filtering.

Yohan Petetin, Mark R. Morelande, François Desbouvries

IEEE Trans. Aerosp. Electron. Syst., 2014

Exact Bayesian estimation in constrained Triplet Markov Chains.

Yohan Petetin, François Desbouvries

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

2013

Bayesian Multi-Object Filtering for Pairwise Markov Chains.

Yohan Petetin, François Desbouvries

IEEE Trans. Signal Process., 2013

Optimal SIR algorithm vs. fully adapted auxiliary particle filter: a non asymptotic analysis.

Yohan Petetin, François Desbouvries

Stat. Comput., 2013

2012

Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for Jump Markov State Space Systems.

Yohan Petetin, François Desbouvries

Proceedings of the 11th International Conference on Information Science, 2012

A semi-exact sequential Monte Carlo filtering algorithm in Hidden Markov Chains.

Yohan Petetin, François Desbouvries

Proceedings of the 11th International Conference on Information Science, 2012

A mixed GM/SMC implementation of the probability hypothesis density filter.

Yohan Petetin, François Desbouvries

Proceedings of the 11th International Conference on Information Science, 2012

Marginalized PHD Filters for multi-target filtering.

Yohan Petetin, François Desbouvries

Proceedings of the 11th International Conference on Information Science, 2012

Multi-object filtering for pairwise Markov chains.

Yohan Petetin, François Desbouvries

Proceedings of the 11th International Conference on Information Science, 2012

2011

Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems.

Boujemaa Ait-El-Fquih, François Desbouvries

J. Signal Process. Syst., 2011

Direct, prediction- and smoothing-based Kalman and particle filter algorithms.

François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih

Signal Process., 2011

Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence.

François Desbouvries, Yohan Petetin, Emmanuel Monfrini

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

A fixed-lag particle smoother for blind SISO equalization of time-varying channels.

Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries

IEEE Trans. Wirel. Commun., 2010

2008

On Bayesian Fixed-Interval Smoothing Algorithms.

Boujemaa Ait-El-Fquih, François Desbouvries

IEEE Trans. Autom. Control., 2008

A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels.

Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries

Proceedings of the IEEE International Conference on Acoustics, 2008

A new Particle Filtering algorithm with structurally optimal importance function.

Boujemaa Ait-El-Fquih, François Desbouvries

Proceedings of the IEEE International Conference on Acoustics, 2008

2006

Kalman Filtering in Triplet Markov Chains.

Boujemaa Ait-El-Fquih, François Desbouvries

IEEE Trans. Signal Process., 2006

Kalman filtering in pairwise Markov trees.

François Desbouvries, Jean Lecomte, Wojciech Pieczynski

Signal Process., 2006

Unsupervised Signal Restoration in Partially Observed Markov Chains.

Boujemaa Ait-El-Fquih, François Desbouvries

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Multiscale Bayesian Restoration in Pairwise Markov Trees.

François Desbouvries, Jean Lecomte

IEEE Trans. Autom. Control., 2005

Kalman filtering for triplet Markov chains: applications and extensions.

Boujemaa Ait-El-Fquih, François Desbouvries

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Multiscale Bayesian estimation in Pairwise Markov Trees.

François Desbouvries, Jean Lecomte

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Non-Euclidean geometrical aspects of the Schur and Levinson-Szego algorithms.

François Desbouvries

IEEE Trans. Inf. Theory, 2003

Kalman filtering using pairwise Gaussian models.

Wojciech Pieczynski, François Desbouvries

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Particle filtering with pairwise Markov processes.

François Desbouvries, Wojciech Pieczynski

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

MIMO channel blind identification in the presence of spatially correlated noise.

Walid Hachem, François Desbouvries, Philippe Loubaton

IEEE Trans. Signal Process., 2002

Uplink versus Downlink wirless mobile positioning in UMTS cellular radio systems.

Wrya Muhammad, Emmanuele Grosicki, Karim Abed-Meraim, Jean Pierre Delmas, François Desbouvries

Proceedings of the 11th European Signal Processing Conference, 2002

2000

Blind channel estimation for CDMA systems: an induced cyclostationarity approach.

Walid Hachem, François Desbouvries, Philippe Loubaton

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

On the identification of certain rational transfer functions from truncated autocovariance sequences.

François Desbouvries, Philippe Loubaton

IEEE Trans. Autom. Control., 1999

1998

Blind equalization in the presence of jammers and unknown noise: solutions based on second-order cyclostationary statistics.

Antoine Chevreuil, François Desbouvries, Alexei Gorokhov, Philippe Loubaton, Christophe Vignat

IEEE Trans. Signal Process., 1998

1997

A minimal, rotation-based FRLS lattice algorithm.

François Desbouvries, Phillip A. Regalia

IEEE Trans. Signal Process., 1997

1996

Spherical trigonometry, Yule's PARCOR identity, and FRLS fully normalized lattice.

François Desbouvries

IEEE Trans. Signal Process., 1996

On the identification of noisy MA models.

François Desbouvries, Inbar Fijalkow, Philippe Loubaton

IEEE Trans. Autom. Control., 1996

A minimal, givens rotation based FRLS lattice algorithm.

François Desbouvries, Phillip A. Regalia

Proceedings of the 8th European Signal Processing Conference, 1996

1995

Displacement Structures of Covariance Matrices, Lossless Systems, and Numerical Algorithm Design.

Phillip A. Regalia, François Desbouvries

SIAM J. Matrix Anal. Appl., 1995

1993

Recursive least-squares lattices and trigonometry in the spherical triangle.

François Desbouvries

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

An extended displacement operator for weakly structured covariance matrices.

François Desbouvries, Claude Guéguen

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1989

Preservation of displacement ranks and the numerical stability of time recursive fast algorithms.

Claude Guéguen, François Desbouvries

Proceedings of the IEEE International Conference on Acoustics, 1989