François Desbouvries

54 papers C 1Misc 7Journal 30Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classifier Weighted Mixture models.
CoRR
Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer
2024 J jnl
Binary Classification Based Monte Carlo Simulation.
IEEE Signal Process. Lett.
Elouan Argouarc'h, François Desbouvries
2024 J jnl
Generative vs. Discriminative modeling under the lens of uncertainty quantification.
CoRR
Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki
2023 J jnl
Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint.
IEEE Trans. Signal Process.
François Desbouvries, Yohan Petetin, Achille Salaün
2022 J jnl
Discretely Indexed Flows.
CoRR
Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer
2022 J jnl
Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint.
CoRR
François Desbouvries, Yohan Petetin, Achille Salaün
2021 J jnl
Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching.
IEEE Signal Process. Lett.
Yohan Petetin, Yazid Janati, François Desbouvries
2019 C conf
Comparing the Modeling Powers of RNN and HMM.
ICMLA
Achille Salaün, Yohan Petetin, François Desbouvries
2018 — conf
A Double Proposal Normalized Importance Sampling Estimator.
SSP
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2018 J jnl
Semi-Independent Resampling for Particle Filtering.
IEEE Signal Process. Lett.
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
2017 J jnl
Independent Resampling Sequential Monte Carlo Algorithms.
IEEE Trans. Signal Process.
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
2016 — conf
An improved SIR-based Sequential Monte Carlo algorithm.
SSP
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2016 Misc conf
Particle filters with independent resampling.
ICASSP
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2015 J jnl
Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation.
IEEE Trans. Signal Process.
Yohan Petetin, François Desbouvries
2014 J jnl
A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps.
IEEE Trans. Signal Process.
Yohan Petetin, François Desbouvries
2014 — conf
Exact Bayesian estimation in constrained Triplet Markov Chains.
MLSP
Yohan Petetin, François Desbouvries
2014 J jnl
Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires.
Traitement du Signal
Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski
2014 J jnl
Marginalized particle PHD filters for multiple object Bayesian filtering.
IEEE Trans. Aerosp. Electron. Syst.
Yohan Petetin, Mark R. Morelande, François Desbouvries
2013 J jnl
Bayesian Multi-Object Filtering for Pairwise Markov Chains.
IEEE Trans. Signal Process.
Yohan Petetin, François Desbouvries
2013 J jnl
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: a non asymptotic analysis.
Stat. Comput.
Yohan Petetin, François Desbouvries
2012 — conf
A mixed GM/SMC implementation of the probability hypothesis density filter.
ISSPA
Yohan Petetin, François Desbouvries
2012 — conf
A semi-exact sequential Monte Carlo filtering algorithm in Hidden Markov Chains.
ISSPA
Yohan Petetin, François Desbouvries
2012 — conf
Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for Jump Markov State Space Systems.
ISSPA
Yohan Petetin, François Desbouvries
2012 — conf
Marginalized PHD Filters for multi-target filtering.
ISSPA
Yohan Petetin, François Desbouvries
2012 — conf
Multi-object filtering for pairwise Markov chains.
ISSPA
Yohan Petetin, François Desbouvries
2011 J jnl
Direct, prediction- and smoothing-based Kalman and particle filter algorithms.
Signal Process.
François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih
2011 J jnl
Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems.
J. Signal Process. Syst.
Boujemaa Ait-El-Fquih, François Desbouvries
2011 Misc conf
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence.
ICASSP
François Desbouvries, Yohan Petetin, Emmanuel Monfrini
2010 J jnl
A fixed-lag particle smoother for blind SISO equalization of time-varying channels.
IEEE Trans. Wirel. Commun.
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
2008 Misc conf
A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels.
ICASSP
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
2008 Misc conf
A new Particle Filtering algorithm with structurally optimal importance function.
ICASSP
Boujemaa Ait-El-Fquih, François Desbouvries
2008 J jnl
On Bayesian Fixed-Interval Smoothing Algorithms.
IEEE Trans. Autom. Control.
Boujemaa Ait-El-Fquih, François Desbouvries
2006 J jnl
Kalman Filtering in Triplet Markov Chains.
IEEE Trans. Signal Process.
Boujemaa Ait-El-Fquih, François Desbouvries
2006 J jnl
Kalman filtering in pairwise Markov trees.
Signal Process.
François Desbouvries, Jean Lecomte, Wojciech Pieczynski
2006 — conf
Unsupervised Signal Restoration in Partially Observed Markov Chains.
ICASSP (3)
Boujemaa Ait-El-Fquih, François Desbouvries
2005 — conf
Kalman filtering for triplet Markov chains: applications and extensions.
ICASSP (4)
Boujemaa Ait-El-Fquih, François Desbouvries
2005 J jnl
Multiscale Bayesian Restoration in Pairwise Markov Trees.
IEEE Trans. Autom. Control.
François Desbouvries, Jean Lecomte
2004 — conf
Multiscale Bayesian estimation in Pairwise Markov Trees.
EUSIPCO
François Desbouvries, Jean Lecomte
2003 — conf
Kalman filtering using pairwise Gaussian models.
ICASSP (6)
Wojciech Pieczynski, François Desbouvries
2003 J jnl
Non-Euclidean geometrical aspects of the Schur and Levinson-Szego algorithms.
IEEE Trans. Inf. Theory
François Desbouvries
2003 — conf
Particle filtering with pairwise Markov processes.
ICASSP (6)
François Desbouvries, Wojciech Pieczynski
2002 J jnl
MIMO channel blind identification in the presence of spatially correlated noise.
IEEE Trans. Signal Process.
Walid Hachem, François Desbouvries, Philippe Loubaton
2002 — conf
Uplink versus Downlink wirless mobile positioning in UMTS cellular radio systems.
EUSIPCO
Wrya Muhammad, Emmanuele Grosicki, Karim Abed-Meraim, Jean Pierre Delmas, François Desbouvries
2000 Misc conf
Blind channel estimation for CDMA systems: an induced cyclostationarity approach.
ICASSP
Walid Hachem, François Desbouvries, Philippe Loubaton
1999 J jnl
On the identification of certain rational transfer functions from truncated autocovariance sequences.
IEEE Trans. Autom. Control.
François Desbouvries, Philippe Loubaton
1998 J jnl
Blind equalization in the presence of jammers and unknown noise: solutions based on second-order cyclostationary statistics.
IEEE Trans. Signal Process.
Antoine Chevreuil, François Desbouvries, Alexei Gorokhov, Philippe Loubaton, Christophe Vignat
1997 J jnl
A minimal, rotation-based FRLS lattice algorithm.
IEEE Trans. Signal Process.
François Desbouvries, Phillip A. Regalia
1996 — conf
A minimal, givens rotation based FRLS lattice algorithm.
EUSIPCO
François Desbouvries, Phillip A. Regalia
1996 J jnl
On the identification of noisy MA models.
IEEE Trans. Autom. Control.
François Desbouvries, Inbar Fijalkow, Philippe Loubaton
1996 J jnl
Spherical trigonometry, Yule's PARCOR identity, and FRLS fully normalized lattice.
IEEE Trans. Signal Process.
François Desbouvries
1995 J jnl
Displacement Structures of Covariance Matrices, Lossless Systems, and Numerical Algorithm Design.
SIAM J. Matrix Anal. Appl.
Phillip A. Regalia, François Desbouvries
1993 — conf
Recursive least-squares lattices and trigonometry in the spherical triangle.
ICASSP (3)
François Desbouvries
1992 Misc conf
An extended displacement operator for weakly structured covariance matrices.
ICASSP
François Desbouvries, Claude Guéguen
1989 Misc conf
Preservation of displacement ranks and the numerical stability of time recursive fast algorithms.
ICASSP
Claude Guéguen, François Desbouvries