| 2024 | CNSM | Functional Linear Regression for the prediction of streaming video QoE. | Jean Steve Tamo Tchomgui, Vincent Barriac, Guillaume Fraysse, Julien Jacques, Stphane Chrtien |
| 2024 | IDDM | Artificial Intelligence in Medicine: Small Data Approach. | Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stphane Chrtien |
| 2021 | ESANN | Benign overfitting of fully connected Deep Nets: A Sobolev space viewpoint. | Stphane Chrtien, Emmanuel Caron |
| 2019 | ICASSP | A Penalized Autoencoder Approach for Nonlinear Independent Component Analysis. | Tianwen Wei, Stphane Chrtien |
| 2018 | IJCNN | Online Shortest Paths With Confidence Intervals for Routing in a Time Varying Random Network. | Stphane Chrtien, Christophe Guyeux |
| 2018 | WABI | l1-Penalised Ordinal Polytomous Regression Estimators with Application to Gene Expression Studies. | Stphane Chrtien, Christophe Guyeux, Serge Moulin |
| 2017 | CIBCB | Finding optimal finite biological sequences over finite alphabets: The OptiFin toolbox. | Rgis Garnier, Christophe Guyeux, Stphane Chrtien |
| 2012 | EuroPar | Job Scheduling Using Successive Linear Programming Approximations of a Sparse Model. | Stphane Chrtien, Jean-Marc Nicod, Laurent Philippe, Veronika Rehn-Sonigo, Lamiel Toch |
| 1995 | ICASSP | Successive projections-like algorithms for signal approximation/zero-error modelling. | Stphane Chrtien, Ioannis Dologlou |