Manuel Davy

According to our database, Manuel Davy authored at least 48 papers between 1998 and 2022.

Collaborative distances:

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

2022

Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts.

Agathe Métaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy

Proceedings of the 11th International Conference on Operations Research and Enterprise Systems, 2022

2020

An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection.

Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy

Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

2017

Generalized Pólya Urn for Time-Varying Pitman-Yor Processes.

François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy

J. Mach. Learn. Res., 2017

2013

Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes.

Richard Geoffrey Everitt, Christophe Andrieu, Manuel Davy

IEEE Trans. Signal Process., 2013

2012

Nonparametric Bayesian supervised classification of functional data.

Asma Rabaoui, Hachem Kadri, Manuel Davy

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2010

Generative Supervised Classification Using Dirichlet Process Priors.

Manuel Davy, Jean-Yves Tourneret

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Nonlinear functional regression: a functional RKHS approach.

Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

2008

Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures.

Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe

IEEE Trans. Signal Process., 2008

Using One-Class SVMs and Wavelets for Audio Surveillance.

Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze

IEEE Trans. Inf. Forensics Secur., 2008

Speaker diarization using one-class support vector machines.

Belkacem Fergani, Manuel Davy, Amrane Houacine

Speech Commun., 2008

Particle methods for maximum likelihood estimation in latent variable models.

Adam M. Johansen, Arnaud Doucet, Manuel Davy

Stat. Comput., 2008

Robust audio speaker segmentation using one class SVMS.

Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach.

Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy

IEEE Trans. Signal Process., 2007

Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning.

Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe

IEEE Trans. Signal Process., 2007

Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach.

Corentin Dubois, Manuel Davy

IEEE Trans. Speech Audio Process., 2007

Generalized Polya Urn for Time-varying Dirichlet Process Mixtures.

Francois Caron, Manuel Davy, Arnaud Doucet

Proceedings of the UAI 2007, 2007

Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes.

Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald

Proceedings of the IEEE International Conference on Acoustics, 2007

Density Kernels on Unordered Sets for Kernel-Based Signal Processing.

Frédéric Desobry, Manuel Davy, William J. Fitzgerald

Proceedings of the IEEE International Conference on Acoustics, 2007

One-class SVM regularization path and comparison with alpha seeding.

Alain Rakotomamonjy, Manuel Davy

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD.

Manuel Loth, Philippe Preux, Manuel Davy

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Improved one-class SVM classifier for sounds classification.

Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

An abrupt change detection algorithm for buried landmines localization.

Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy

IEEE Trans. Geosci. Remote. Sens., 2006

An online support vector machine for abnormal events detection.

Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli

Signal Process., 2006

Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo.

Adam M. Johansen, Arnaud Doucet, Manuel Davy

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

Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications.

Manuel Davy, Frédéric Desobry, Stéphane Canu

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

Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures.

Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe

Proceedings of the 9th International Conference on Information Fusion, 2006

Unsupervised speaker indexing using one-class Support Vector Machines.

Belkacem Fergani, Manuel Davy, Amrane Houacine

Proceedings of the 14th European Signal Processing Conference, 2006

2005

An online kernel change detection algorithm.

Frédéric Desobry, Manuel Davy, Christian Doncarli

IEEE Trans. Signal Process., 2005

Tracking of time-frequency components using particle filtering.

Corentin Dubois, Manuel Davy, Jérôme Idier

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Class of Kernels For Sets of Vectors.

Frédéric Desobry, Manuel Davy, William J. Fitzgerald

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Dissimilarity measures in feature space.

Frédéric Desobry, Manuel Davy

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Fast MCMC computations for the estimation of sparse processes from noisy observations.

Manuel Davy, Jérôme Idier

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions.

Christophe Andrieu, Manuel Davy, Arnaud Doucet

IEEE Trans. Signal Process., 2003

Copulas: a new insight into positive time-frequency distributions.

Manuel Davy, Arnaud Doucet

IEEE Signal Process. Lett., 2003

Support vector-based online detection of abrupt changes.

Frédéric Desobry, Manuel Davy

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Two approaches for the estimation of time-varying amplitude multichirp signals.

Hélène Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Classification of chirp signals using hierarchical Bayesian learning and MCMC methods.

Manuel Davy, Christian Doncarli, Jean-Yves Tourneret

IEEE Trans. Signal Process., 2002

Optimized support vector machines for nonstationary signal classification.

Manuel Davy, Arthur Gretton, Arnaud Doucet, Peter J. W. Rayner

IEEE Signal Process. Lett., 2002

Bayesian harmonic models for musical pitch estimation and analysis.

Simon J. Godsill, Manuel Davy

Proceedings of the IEEE International Conference on Acoustics, 2002

Hierarchical Bayesian classification of chirp signals.

Christian Doncarli, Manuel Davy, Jean-Yves Tourneret

Proceedings of the IEEE International Conference on Acoustics, 2002

Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation.

Manuel Davy, Simon J. Godsill

Proceedings of the IEEE International Conference on Acoustics, 2002

Efficient particle filtering for Jump Markov Systems.

Christophe Andrieu, Manuel Davy, Arnaud Doucet

Proceedings of the IEEE International Conference on Acoustics, 2002

A particle filtering technique for Jump Markov Systems.

Christophe Andrieu, Manuel Davy, Arnaud Doucet

Proceedings of the 11th European Signal Processing Conference, 2002

2001

Improved optimization of time-frequency-based signal classifiers.

Manuel Davy, Christian Doncarli, Gloria Faye Boudreaux-Bartels

IEEE Signal Process. Lett., 2001

Loudspeaker fault detection using time-frequency representations.

Manuel Davy, Hélène Cottereau, Christian Doncarli

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Supervised classification using MCMC methods.

Manuel Davy, Christian Doncarli, Jean-Yves Tourneret

Proceedings of the IEEE International Conference on Acoustics, 2000

Using ARCAP time-frequency representations for decision.

Hélène Cottereau, Manuel Davy, Christian Doncarli, Nadine Martin

Proceedings of the 10th European Signal Processing Conference, 2000

1998

Tracking of spectral lines in an ARCAP time-frequency representation.

Manuel Davy, Benoit Leprettre, Christian Doncarli, Nadine Martin

Proceedings of the 9th European Signal Processing Conference, 1998