François Desbouvries

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 12

Top Topics

Importance Sampling

Dynamical Models

Top Venues

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki
Generative vs. Discriminative modeling under the lens of uncertainty quantification. CoRR (2024)
Elouan Argouarc'h, François Desbouvries
Binary Classification Based Monte Carlo Simulation. IEEE Signal Process. Lett. 31 (2024)
François Desbouvries, Yohan Petetin, Achille Salaün
Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint. IEEE Trans. Signal Process. 71 (2023)
François Desbouvries, Yohan Petetin, Achille Salaün
Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint. CoRR (2022)
Elouan Argouarc'h, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer
Discretely Indexed Flows. CoRR (2022)
Yohan Petetin, Yazid Janati, François Desbouvries
Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching. IEEE Signal Process. Lett. 28 (2021)
Achille Salaün, Yohan Petetin, François Desbouvries
Comparing the Modeling Powers of RNN and HMM. ICMLA (2019)
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
Semi-Independent Resampling for Particle Filtering. IEEE Signal Process. Lett. 25 (1) (2018)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
A Double Proposal Normalized Importance Sampling Estimator. SSP (2018)
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
Independent Resampling Sequential Monte Carlo Algorithms. IEEE Trans. Signal Process. 65 (20) (2017)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
Particle filters with independent resampling. ICASSP (2016)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
An improved SIR-based Sequential Monte Carlo algorithm. SSP (2016)
Yohan Petetin, François Desbouvries
Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation. IEEE Trans. Signal Process. 63 (14) (2015)
Yohan Petetin, François Desbouvries
A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps. IEEE Trans. Signal Process. 62 (14) (2014)
Yohan Petetin, François Desbouvries
Exact Bayesian estimation in constrained Triplet Markov Chains. MLSP (2014)
Yohan Petetin, Mark R. Morelande, François Desbouvries
Marginalized particle PHD filters for multiple object Bayesian filtering. IEEE Trans. Aerosp. Electron. Syst. 50 (2) (2014)
Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski
Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires. Traitement du Signal 31 (3-4) (2014)
Yohan Petetin, François Desbouvries
Bayesian Multi-Object Filtering for Pairwise Markov Chains. IEEE Trans. Signal Process. 61 (18) (2013)
Yohan Petetin, François Desbouvries
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: a non asymptotic analysis. Stat. Comput. 23 (6) (2013)
Yohan Petetin, François Desbouvries
Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for Jump Markov State Space Systems. ISSPA (2012)
Yohan Petetin, François Desbouvries
Marginalized PHD Filters for multi-target filtering. ISSPA (2012)
Yohan Petetin, François Desbouvries
A semi-exact sequential Monte Carlo filtering algorithm in Hidden Markov Chains. ISSPA (2012)
Yohan Petetin, François Desbouvries
A mixed GM/SMC implementation of the probability hypothesis density filter. ISSPA (2012)
Yohan Petetin, François Desbouvries
Multi-object filtering for pairwise Markov chains. ISSPA (2012)
François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih
Direct, prediction- and smoothing-based Kalman and particle filter algorithms. Signal Process. 91 (8) (2011)
Boujemaa Ait-El-Fquih, François Desbouvries
Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems. J. Signal Process. Syst. 65 (3) (2011)
François Desbouvries, Yohan Petetin, Emmanuel Monfrini
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence. ICASSP (2011)
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
A fixed-lag particle smoother for blind SISO equalization of time-varying channels. IEEE Trans. Wirel. Commun. 9 (2) (2010)
Boujemaa Ait-El-Fquih, François Desbouvries
A new Particle Filtering algorithm with structurally optimal importance function. ICASSP (2008)
Boujemaa Ait-El-Fquih, François Desbouvries
On Bayesian Fixed-Interval Smoothing Algorithms. IEEE Trans. Autom. Control. 53 (10) (2008)
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels. ICASSP (2008)
François Desbouvries, Jean Lecomte, Wojciech Pieczynski
Kalman filtering in pairwise Markov trees. Signal Process. 86 (5) (2006)
Boujemaa Ait-El-Fquih, François Desbouvries
Kalman Filtering in Triplet Markov Chains. IEEE Trans. Signal Process. 54 (8) (2006)
Boujemaa Ait-El-Fquih, François Desbouvries
Unsupervised Signal Restoration in Partially Observed Markov Chains. ICASSP (3) (2006)
François Desbouvries, Jean Lecomte
Multiscale Bayesian Restoration in Pairwise Markov Trees. IEEE Trans. Autom. Control. 50 (8) (2005)
Boujemaa Ait-El-Fquih, François Desbouvries
Kalman filtering for triplet Markov chains: applications and extensions. ICASSP (4) (2005)
François Desbouvries, Jean Lecomte
Multiscale Bayesian estimation in Pairwise Markov Trees. EUSIPCO (2004)
Wojciech Pieczynski, François Desbouvries
Kalman filtering using pairwise Gaussian models. ICASSP (6) (2003)
François Desbouvries
Non-Euclidean geometrical aspects of the Schur and Levinson-Szego algorithms. IEEE Trans. Inf. Theory 49 (8) (2003)
François Desbouvries, Wojciech Pieczynski
Particle filtering with pairwise Markov processes. ICASSP (6) (2003)
Walid Hachem, François Desbouvries, Philippe Loubaton
MIMO channel blind identification in the presence of spatially correlated noise. IEEE Trans. Signal Process. 50 (3) (2002)
Wrya Muhammad, Emmanuele Grosicki, Karim Abed-Meraim, Jean Pierre Delmas, François Desbouvries
Uplink versus Downlink wirless mobile positioning in UMTS cellular radio systems. EUSIPCO (2002)
Walid Hachem, François Desbouvries, Philippe Loubaton
Blind channel estimation for CDMA systems: an induced cyclostationarity approach. ICASSP (2000)
François Desbouvries, Philippe Loubaton
On the identification of certain rational transfer functions from truncated autocovariance sequences. IEEE Trans. Autom. Control. 44 (5) (1999)
Antoine Chevreuil, François Desbouvries, Alexei Gorokhov, Philippe Loubaton, Christophe Vignat
Blind equalization in the presence of jammers and unknown noise: solutions based on second-order cyclostationary statistics. IEEE Trans. Signal Process. 46 (1) (1998)
François Desbouvries, Phillip A. Regalia
A minimal, rotation-based FRLS lattice algorithm. IEEE Trans. Signal Process. 45 (5) (1997)
François Desbouvries, Phillip A. Regalia
A minimal, givens rotation based FRLS lattice algorithm. EUSIPCO (1996)
François Desbouvries, Inbar Fijalkow, Philippe Loubaton
On the identification of noisy MA models. IEEE Trans. Autom. Control. 41 (12) (1996)
François Desbouvries
Spherical trigonometry, Yule's PARCOR identity, and FRLS fully normalized lattice. IEEE Trans. Signal Process. 44 (2) (1996)
Phillip A. Regalia, François Desbouvries
Displacement Structures of Covariance Matrices, Lossless Systems, and Numerical Algorithm Design. SIAM J. Matrix Anal. Appl. 16 (2) (1995)
François Desbouvries
Recursive least-squares lattices and trigonometry in the spherical triangle. ICASSP (3) (1993)
François Desbouvries, Claude Guéguen
An extended displacement operator for weakly structured covariance matrices. ICASSP (1992)
Claude Guéguen, François Desbouvries
Preservation of displacement ranks and the numerical stability of time recursive fast algorithms. ICASSP (1989)