Preservation of displacement ranks and the numerical stability of time recursive fast algorithms. - Claude Guéguen; François Desbouvries (ICASSP, 1989)

An extended displacement operator for weakly structured covariance matrices. - François Desbouvries; Claude Guéguen (ICASSP, 1992)

Recursive least-squares lattices and trigonometry in the spherical triangle. - François Desbouvries (ICASSP (3), 1993)

Displacement Structures of Covariance Matrices, Lossless Systems, and Numerical Algorithm Design. - Phillip A. Regalia; François Desbouvries (SIAM J. Matrix Anal. Appl., 1995)

A minimal, givens rotation based FRLS lattice algorithm. - François Desbouvries; Phillip A. Regalia (EUSIPCO, 1996)

On the identification of noisy MA models. - François Desbouvries; Inbar Fijalkow; Philippe Loubaton (IEEE Trans. Autom. Control., 1996)

Spherical trigonometry, Yule's PARCOR identity, and FRLS fully normalized lattice. - François Desbouvries (IEEE Trans. Signal Process., 1996)

A minimal, rotation-based FRLS lattice algorithm. - François Desbouvries; Phillip A. Regalia (IEEE Trans. Signal Process., 1997)

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)

On the identification of certain rational transfer functions from truncated autocovariance sequences. - François Desbouvries; Philippe Loubaton (IEEE Trans. Autom. Control., 1999)

Blind channel estimation for CDMA systems: an induced cyclostationarity approach. - Walid Hachem; François Desbouvries; Philippe Loubaton (ICASSP, 2000)

Uplink versus Downlink wirless mobile positioning in UMTS cellular radio systems. - Wrya Muhammad; Emmanuele Grosicki; Karim Abed-Meraim; Jean Pierre Delmas; François Desbouvries (EUSIPCO, 2002)

MIMO channel blind identification in the presence of spatially correlated noise. - Walid Hachem; François Desbouvries; Philippe Loubaton (IEEE Trans. Signal Process., 2002)

Particle filtering with pairwise Markov processes. - François Desbouvries; Wojciech Pieczynski (ICASSP (6), 2003)

Kalman filtering using pairwise Gaussian models. - Wojciech Pieczynski; François Desbouvries (ICASSP (6), 2003)

Non-Euclidean geometrical aspects of the Schur and Levinson-Szego algorithms. - François Desbouvries (IEEE Trans. Inf. Theory, 2003)

Multiscale Bayesian estimation in Pairwise Markov Trees. - François Desbouvries; Jean Lecomte (EUSIPCO, 2004)

Kalman filtering for triplet Markov chains: applications and extensions. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP (4), 2005)

Multiscale Bayesian Restoration in Pairwise Markov Trees. - François Desbouvries; Jean Lecomte (IEEE Trans. Autom. Control., 2005)

Unsupervised Signal Restoration in Partially Observed Markov Chains. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP (3), 2006)

Kalman filtering in pairwise Markov trees. - François Desbouvries; Jean Lecomte; Wojciech Pieczynski (Signal Process., 2006)

Kalman Filtering in Triplet Markov Chains. - Boujemaa Ait-El-Fquih; François Desbouvries (IEEE Trans. Signal Process., 2006)

A new Particle Filtering algorithm with structurally optimal importance function. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP, 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 (ICASSP, 2008)

On Bayesian Fixed-Interval Smoothing Algorithms. - Boujemaa Ait-El-Fquih; François Desbouvries (IEEE Trans. Autom. Control., 2008)

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)

Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence. - François Desbouvries; Yohan Petetin; Emmanuel Monfrini (ICASSP, 2011)

Direct, prediction- and smoothing-based Kalman and particle filter algorithms. - François Desbouvries; Yohan Petetin; Boujemaa Ait-El-Fquih (Signal Process., 2011)

Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems. - Boujemaa Ait-El-Fquih; François Desbouvries (J. Signal Process. Syst., 2011)

Multi-object filtering for pairwise Markov chains. - Yohan Petetin; François Desbouvries (ISSPA, 2012)

Marginalized PHD Filters for multi-target filtering. - Yohan Petetin; François Desbouvries (ISSPA, 2012)

A mixed GM/SMC implementation of the probability hypothesis density filter. - Yohan Petetin; François Desbouvries (ISSPA, 2012)

A semi-exact sequential Monte Carlo filtering algorithm in Hidden Markov Chains. - Yohan Petetin; François Desbouvries (ISSPA, 2012)

Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for Jump Markov State Space Systems. - Yohan Petetin; François Desbouvries (ISSPA, 2012)

Optimal SIR algorithm vs. fully adapted auxiliary particle filter: a non asymptotic analysis. - Yohan Petetin; François Desbouvries (Stat. Comput., 2013)

Bayesian Multi-Object Filtering for Pairwise Markov Chains. - Yohan Petetin; François Desbouvries (IEEE Trans. Signal Process., 2013)

Exact Bayesian estimation in constrained Triplet Markov Chains. - Yohan Petetin; François Desbouvries (MLSP, 2014)

Marginalized particle PHD filters for multiple object Bayesian filtering. - Yohan Petetin; Mark R. Morelande; François Desbouvries (IEEE Trans. Aerosp. Electron. Syst., 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)

A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps. - Yohan Petetin; François Desbouvries (IEEE Trans. Signal Process., 2014)

Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation. - Yohan Petetin; François Desbouvries (IEEE Trans. Signal Process., 2015)

Particle filters with independent resampling. - Roland Lamberti; Yohan Petetin; François Septier; François Desbouvries (ICASSP, 2016)

An improved SIR-based Sequential Monte Carlo algorithm. - Roland Lamberti; Yohan Petetin; François Septier; François Desbouvries (SSP, 2016)

Independent Resampling Sequential Monte Carlo Algorithms. - Roland Lamberti; Yohan Petetin; François Desbouvries; François Septier (IEEE Trans. Signal Process., 2017)

A Double Proposal Normalized Importance Sampling Estimator. - Roland Lamberti; Yohan Petetin; François Septier; François Desbouvries (SSP, 2018)

Semi-Independent Resampling for Particle Filtering. - Roland Lamberti; Yohan Petetin; François Desbouvries; François Septier (IEEE Signal Process. Lett., 2018)

Comparing the Modeling Powers of RNN and HMM. - Achille Salaün; Yohan Petetin; François Desbouvries (ICMLA, 2019)

Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching. - Yohan Petetin; Yazid Janati; François Desbouvries (IEEE Signal Process. Lett., 2021)

Discretely Indexed Flows. - Elouan Argouarc'h; François Desbouvries; Eric Barat; Eiji Kawasaki; Thomas Dautremer (CoRR, 2022)

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)

Generative vs. Discriminative modeling under the lens of uncertainty quantification. - Elouan Argouarc'h; François Desbouvries; Eric Barat; Eiji Kawasaki (CoRR, 2024)

Binary Classification Based Monte Carlo Simulation. - Elouan Argouarc'h; François Desbouvries (IEEE Signal Process. Lett., 2024)

Classifier Weighted Mixture models. - Elouan Argouarc'h; François Desbouvries; Eric Barat; Eiji Kawasaki; Thomas Dautremer (CoRR, 2025)