| 2025 | ECAI | CleverFish: An AI-Driven Platform to Monitor and Explore Marine Ecological Resources. | Kilian Brgi, Stephane Petiot, Ccile Sabourault, Rmy Sun, Diane Lingrand, Benoit Derijard, Charles Bouveyron |
| 2023 | ESANN | Deep dynamic co-clustering of streams of count data: a new online Zip-dLBM. | Giulia Marchello, Marco Corneli, Charles Bouveyron |
| 2023 | ICML | Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. | Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei |
| 2023 | Interspeech | Another Point of View on Visual Speech Recognition. | Baptiste Pouthier, Laurent Pilati, Giacomo Valenti, Charles Bouveyron, Frdric Precioso |
| 2022 | ESANN | Deep latent position model for node clustering in graphs. | Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche |
| 2021 | Interspeech | Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. | Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frdric Precioso |
| 2016 | AISTATS | Globally Sparse Probabilistic PCA. | Pierre-Alexandre Mattei, Charles Bouveyron, Pierre Latouche |
| 2015 | ESANN | A State-Space Model for the Dynamic Random Subgraph Model. | Rawya Zreik, Pierre Latouche, Charles Bouveyron |
| 2014 | ICASSP | Parsimonious Gaussian process models for the classification of multivariate remote sensing images. | Mathieu Fauvel, Charles Bouveyron, Stphane Girard |
| 2012 | ESANN | Robust clustering of high-dimensional data. | Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jrme Lacaille |
| 2012 | ESANN | Recent developments in clustering algorithms. | Charles Bouveyron, Barbara Hammer, Thomas Villmann |
| 2011 | ESANN | Probabilistic Fisher discriminant analysis. | Charles Bouveyron, Camille Brunet |
| 2009 | ESANN | Classification of high-dimensional data for cervical cancer detection. | Charles Bouveyron, Camille Brunet, Vincent Vigneron |
| 2009 | ESANN | Supervised classification of categorical data with uncertain labels for DNA barcoding. | Charles Bouveyron, Stphane Girard, Madalina Olteanu |
| 2009 | IWANN | Weakly-Supervised Classification with Mixture Models for Cervical Cancer Detection. | Charles Bouveyron |
| 2007 | IJCNN | Visualization and classification of graph-structured data: the case of the Enron dataset. | Charles Bouveyron, Hugh A. Chipman |