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ORCIDManuel Davy
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2020 – today
- 2022
[c31]Agathe Métaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy:
Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts. ICORES 2022: 86-93- 2020
- [c30]Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy:
An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. ICORES 2020: 80-88
2010 – 2019
- 2017
- [j18]François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy:
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes. J. Mach. Learn. Res. 18: 27:1-27:32 (2017) - 2013
- [j17]Richard Geoffrey Everitt
, Christophe Andrieu, Manuel Davy:
Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. IEEE Trans. Signal Process. 61(22): 5755-5766 (2013) - 2012
- [c29]Asma Rabaoui, Hachem Kadri, Manuel Davy:
Nonparametric Bayesian supervised classification of functional data. ICASSP 2012: 3381-3384 - 2010
- [j16]Manuel Davy, Jean-Yves Tourneret:
Generative Supervised Classification Using Dirichlet Process Priors. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1781-1794 (2010) - [c28]Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy:
Nonlinear functional regression: a functional RKHS approach. AISTATS 2010: 374-380
2000 – 2009
- 2008
- [j15]Adam M. Johansen, Arnaud Doucet, Manuel Davy:
Particle methods for maximum likelihood estimation in latent variable models. Stat. Comput. 18(1): 47-57 (2008) - [j14]Belkacem Fergani, Manuel Davy, Amrane Houacine:
Speaker diarization using one-class support vector machines. Speech Commun. 50(5): 355-365 (2008) - [j13]Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze:
Using One-Class SVMs and Wavelets for Audio Surveillance. IEEE Trans. Inf. Forensics Secur. 3(4): 763-775 (2008) - [j12]Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe:
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 56(1): 71-84 (2008) - [c27]Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze:
Robust audio speaker segmentation using one class SVMS. EUSIPCO 2008: 1-5 - 2007
- [j11]Corentin Dubois, Manuel Davy:
Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach. IEEE Trans. Speech Audio Process. 15(4): 1283-1295 (2007) - [j10]Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy:
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. IEEE Trans. Signal Process. 55(4): 1251-1263 (2007) - [j9]Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe:
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. 55(6-1): 2703-2719 (2007) - [c26]Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze:
Improved one-class SVM classifier for sounds classification. AVSS 2007: 117-122 - [c25]Alain Rakotomamonjy, Manuel Davy:
One-class SVM regularization path and comparison with alpha seeding. ESANN 2007: 271-276 - [c24]Manuel Loth, Philippe Preux, Manuel Davy:
A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. ESANN 2007: 289-294 - [c23]Frédéric Desobry, Manuel Davy, William J. Fitzgerald:
Density Kernels on Unordered Sets for Kernel-Based Signal Processing. ICASSP (2) 2007: 417-420 - [c22]Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald:
Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. ICASSP (3) 2007: 1077-1080 - [c21]Francois Caron, Manuel Davy, Arnaud Doucet:
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI 2007: 33-40 - 2006
- [j8]Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli:
An online support vector machine for abnormal events detection. Signal Process. 86(8): 2009-2025 (2006) - [j7]Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy:
An abrupt change detection algorithm for buried landmines localization. IEEE Trans. Geosci. Remote. Sens. 44(2): 260-272 (2006) - [c20]Belkacem Fergani, Manuel Davy, Amrane Houacine:
Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO 2006: 1-5 - [c19]Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe:
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION 2006: 1-8 - [c18]Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy:
Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. ICASSP (3) 2006: 1-4 - [c17]Adam M. Johansen, Arnaud Doucet, Manuel Davy:
Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo. ICASSP (3) 2006: 640-643 - [c16]Manuel Davy, Frédéric Desobry, Stéphane Canu:
Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications. ICASSP (3) 2006: 668-671 - 2005
- [j6]Frédéric Desobry, Manuel Davy, Christian Doncarli:
An online kernel change detection algorithm. IEEE Trans. Signal Process. 53(8-2): 2961-2974 (2005) - [c15]Frédéric Desobry, Manuel Davy, William J. Fitzgerald:
A Class of Kernels For Sets of Vectors. ESANN 2005: 461-466 - [c14]Corentin Dubois, Manuel Davy, Jérôme Idier:
Tracking of time-frequency components using particle filtering. ICASSP (4) 2005: 9-12 - 2004
- [c13]Frédéric Desobry, Manuel Davy:
Dissimilarity measures in feature space. ICASSP (5) 2004: 473-476 - [c12]Manuel Davy, Jérôme Idier:
Fast MCMC computations for the estimation of sparse processes from noisy observations. ICASSP (2) 2004: 1041-1044 - 2003
- [j5]Manuel Davy, Arnaud Doucet:
Copulas: a new insight into positive time-frequency distributions. IEEE Signal Process. Lett. 10(7): 215-218 (2003) - [j4]Christophe Andrieu, Manuel Davy, Arnaud Doucet:
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. IEEE Trans. Signal Process. 51(7): 1762-1770 (2003) - [c11]Hélène Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy:
Two approaches for the estimation of time-varying amplitude multichirp signals. ICASSP (6) 2003: 657-660 - [c10]Frédéric Desobry, Manuel Davy:
Support vector-based online detection of abrupt changes. ICASSP (4) 2003: 872-875 - 2002
- [j3]Manuel Davy, Arthur Gretton, Arnaud Doucet, Peter J. W. Rayner:
Optimized support vector machines for nonstationary signal classification. IEEE Signal Process. Lett. 9(12): 442-445 (2002) - [j2]Manuel Davy, Christian Doncarli, Jean-Yves Tourneret:
Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. IEEE Trans. Signal Process. 50(2): 377-388 (2002) - [c9]Christophe Andrieu, Manuel Davy, Arnaud Doucet:
A particle filtering technique for Jump Markov Systems. EUSIPCO 2002: 1-4 - [c8]Manuel Davy, Simon J. Godsill:
Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. ICASSP 2002: 1313-1316 - [c7]Christian Doncarli, Manuel Davy, Jean-Yves Tourneret:
Hierarchical Bayesian classification of chirp signals. ICASSP 2002: 1565-1568 - [c6]Christophe Andrieu, Manuel Davy, Arnaud Doucet:
Efficient particle filtering for Jump Markov Systems. ICASSP 2002: 1625-1628 - [c5]Simon J. Godsill, Manuel Davy:
Bayesian harmonic models for musical pitch estimation and analysis. ICASSP 2002: 1769-1772 - 2001
- [j1]Manuel Davy, Christian Doncarli, Gloria Faye Boudreaux-Bartels:
Improved optimization of time-frequency-based signal classifiers. IEEE Signal Process. Lett. 8(2): 52-57 (2001) - [c4]Manuel Davy, Hélène Cottereau, Christian Doncarli:
Loudspeaker fault detection using time-frequency representations. ICASSP 2001: 3329-3332 - 2000
- [c3]Hélène Cottereau, Manuel Davy, Christian Doncarli, Nadine Martin:
Using ARCAP time-frequency representations for decision. EUSIPCO 2000: 1-4 - [c2]Manuel Davy, Christian Doncarli, Jean-Yves Tourneret:
Supervised classification using MCMC methods. ICASSP 2000: 33-36
1990 – 1999
- 1998
- [c1]Manuel Davy, Benoit Leprettre, Christian Doncarli, Nadine Martin:
Tracking of spectral lines in an ARCAP time-frequency representation. EUSIPCO 1998: 1-4
Coauthor Index
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