Manuel Davy

50 papers A 2B 4C 3Misc 7Journal 18Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
Adaptive Local Search for Real-World Multi-echelon Inventory Control.
EvoApplications (2)
Agathe Métaireau, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
2022 C conf
Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts.
ICORES
Agathe Métaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy
2020 C conf
An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection.
ICORES
Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
2017 J jnl
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes.
J. Mach. Learn. Res.
François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy
2013 J jnl
Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes.
IEEE Trans. Signal Process.
Richard Geoffrey Everitt, Christophe Andrieu, Manuel Davy
2012 Misc conf
Nonparametric Bayesian supervised classification of functional data.
ICASSP
Asma Rabaoui, Hachem Kadri, Manuel Davy
2010 J jnl
Generative Supervised Classification Using Dirichlet Process Priors.
IEEE Trans. Pattern Anal. Mach. Intell.
Manuel Davy, Jean-Yves Tourneret
2010 A conf
Nonlinear functional regression: a functional RKHS approach.
AISTATS
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy
2008 J jnl
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures.
IEEE Trans. Signal Process.
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2008 J jnl
Particle methods for maximum likelihood estimation in latent variable models.
Stat. Comput.
Adam M. Johansen, Arnaud Doucet, Manuel Davy
2008 — conf
Robust audio speaker segmentation using one class SVMS.
EUSIPCO
Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze
2008 J jnl
Speaker diarization using one-class support vector machines.
Speech Commun.
Belkacem Fergani, Manuel Davy, Amrane Houacine
2008 J jnl
Using One-Class SVMs and Wavelets for Audio Surveillance.
IEEE Trans. Inf. Forensics Secur.
Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze
2007 B conf
A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD.
ESANN
Manuel Loth, Philippe Preux, Manuel Davy
2007 — conf
Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes.
ICASSP (3)
Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald
2007 — conf
Density Kernels on Unordered Sets for Kernel-Based Signal Processing.
ICASSP (2)
Frédéric Desobry, Manuel Davy, William J. Fitzgerald
2007 A conf
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures.
UAI
Francois Caron, Manuel Davy, Arnaud Doucet
2007 B conf
Improved one-class SVM classifier for sounds classification.
AVSS
Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze
2007 J jnl
Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach.
IEEE Trans. Speech Audio Process.
Corentin Dubois, Manuel Davy
2007 J jnl
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach.
IEEE Trans. Signal Process.
Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
2007 B conf
One-class SVM regularization path and comparison with alpha seeding.
ESANN
Alain Rakotomamonjy, Manuel Davy
2007 J jnl
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning.
IEEE Trans. Signal Process.
Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
2006 J jnl
An abrupt change detection algorithm for buried landmines localization.
IEEE Trans. Geosci. Remote. Sens.
Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy
2006 J jnl
An online support vector machine for abnormal events detection.
Signal Process.
Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli
2006 C conf
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures.
FUSION
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2006 — conf
Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications.
ICASSP (3)
Manuel Davy, Frédéric Desobry, Stéphane Canu
2006 — conf
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach.
ICASSP (3)
Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
2006 — conf
Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo.
ICASSP (3)
Adam M. Johansen, Arnaud Doucet, Manuel Davy
2006 — conf
Unsupervised speaker indexing using one-class Support Vector Machines.
EUSIPCO
Belkacem Fergani, Manuel Davy, Amrane Houacine
2005 B conf
A Class of Kernels For Sets of Vectors.
ESANN
Frédéric Desobry, Manuel Davy, William J. Fitzgerald
2005 J jnl
An online kernel change detection algorithm.
IEEE Trans. Signal Process.
Frédéric Desobry, Manuel Davy, Christian Doncarli
2005 — conf
Tracking of time-frequency components using particle filtering.
ICASSP (4)
Corentin Dubois, Manuel Davy, Jérôme Idier
2004 — conf
Dissimilarity measures in feature space.
ICASSP (5)
Frédéric Desobry, Manuel Davy
2004 — conf
Fast MCMC computations for the estimation of sparse processes from noisy observations.
ICASSP (2)
Manuel Davy, Jérôme Idier
2003 J jnl
Copulas: a new insight into positive time-frequency distributions.
IEEE Signal Process. Lett.
Manuel Davy, Arnaud Doucet
2003 J jnl
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions.
IEEE Trans. Signal Process.
Christophe Andrieu, Manuel Davy, Arnaud Doucet
2003 — conf
Support vector-based online detection of abrupt changes.
ICASSP (4)
Frédéric Desobry, Manuel Davy
2003 — conf
Two approaches for the estimation of time-varying amplitude multichirp signals.
ICASSP (6)
Hélène Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy
2002 — conf
A particle filtering technique for Jump Markov Systems.
EUSIPCO
Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002 Misc conf
Bayesian harmonic models for musical pitch estimation and analysis.
ICASSP
Simon J. Godsill, Manuel Davy
2002 J jnl
Classification of chirp signals using hierarchical Bayesian learning and MCMC methods.
IEEE Trans. Signal Process.
Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
2002 Misc conf
Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation.
ICASSP
Manuel Davy, Simon J. Godsill
2002 Misc conf
Efficient particle filtering for Jump Markov Systems.
ICASSP
Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002 Misc conf
Hierarchical Bayesian classification of chirp signals.
ICASSP
Christian Doncarli, Manuel Davy, Jean-Yves Tourneret
2002 J jnl
Optimized support vector machines for nonstationary signal classification.
IEEE Signal Process. Lett.
Manuel Davy, Arthur Gretton, Arnaud Doucet, Peter J. W. Rayner
2001 J jnl
Improved optimization of time-frequency-based signal classifiers.
IEEE Signal Process. Lett.
Manuel Davy, Christian Doncarli, Gloria Faye Boudreaux-Bartels
2001 Misc conf
Loudspeaker fault detection using time-frequency representations.
ICASSP
Manuel Davy, Hélène Cottereau, Christian Doncarli
2000 Misc conf
Supervised classification using MCMC methods.
ICASSP
Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
2000 — conf
Using ARCAP time-frequency representations for decision.
EUSIPCO
Hélène Cottereau, Manuel Davy, Christian Doncarli, Nadine Martin
1998 — conf
Tracking of spectral lines in an ARCAP time-frequency representation.
EUSIPCO
Manuel Davy, Benoit Leprettre, Christian Doncarli, Nadine Martin