| 2022 | ICORES | Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts. | Agathe Mtaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy |
| 2020 | ICORES | An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. | Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy |
| 2012 | ICASSP | Nonparametric Bayesian supervised classification of functional data. | Asma Rabaoui, Hachem Kadri, Manuel Davy |
| 2007 | AVSS | Improved one-class SVM classifier for sounds classification. | Asma Rabaoui, Manuel Davy, Stphane Rossignol, Zied Lachiri, Noureddine Ellouze |
| 2007 | ESANN | A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. | Manuel Loth, Philippe Preux, Manuel Davy |
| 2007 | ESANN | One-class SVM regularization path and comparison with alpha seeding. | Alain Rakotomamonjy, Manuel Davy |
| 2007 | ICASSP | Density Kernels on Unordered Sets for Kernel-Based Signal Processing. | Frdric Desobry, Manuel Davy, William J. Fitzgerald |
| 2007 | ICASSP | Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. | Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald |
| 2007 | UAI | Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. | Francois Caron, Manuel Davy, Arnaud Doucet |
| 2006 | FUSION | Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. | Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe |
| 2006 | ICASSP | Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications. | Manuel Davy, Frdric Desobry, Stphane Canu |
| 2006 | ICASSP | Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. | Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy |
| 2006 | ICASSP | Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo. | Adam M. Johansen, Arnaud Doucet, Manuel Davy |
| 2005 | ESANN | A Class of Kernels For Sets of Vectors. | Frdric Desobry, Manuel Davy, William J. Fitzgerald |
| 2005 | ICASSP | Tracking of time-frequency components using particle filtering. | Corentin Dubois, Manuel Davy, Jrme Idier |
| 2004 | ICASSP | Fast MCMC computations for the estimation of sparse processes from noisy observations. | Manuel Davy, Jrme Idier |
| 2004 | ICASSP | Dissimilarity measures in feature space. | Frdric Desobry, Manuel Davy |
| 2003 | ICASSP | Two approaches for the estimation of time-varying amplitude multichirp signals. | Hlne Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy |
| 2003 | ICASSP | Support vector-based online detection of abrupt changes. | Frdric Desobry, Manuel Davy |
| 2002 | ICASSP | Efficient particle filtering for Jump Markov Systems. | Christophe Andrieu, Manuel Davy, Arnaud Doucet |
| 2002 | ICASSP | Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. | Manuel Davy, Simon J. Godsill |
| 2002 | ICASSP | Hierarchical Bayesian classification of chirp signals. | Christian Doncarli, Manuel Davy, Jean-Yves Tourneret |
| 2002 | ICASSP | Bayesian harmonic models for musical pitch estimation and analysis. | Simon J. Godsill, Manuel Davy |
| 2001 | ICASSP | Loudspeaker fault detection using time-frequency representations. | Manuel Davy, Hlne Cottereau, Christian Doncarli |
| 2000 | ICASSP | Supervised classification using MCMC methods. | Manuel Davy, Christian Doncarli, Jean-Yves Tourneret |