| 2025 | ECAI | Plausible Conditional Generation-Based Counterfactual Explanations for Multivariate Times Series Classification. | Paul Sevellec, Elisa Fromont, Romaric Gaudel, Laurence Roz, Matteo Sammarco |
| 2024 | AAAI | Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. | Gwladys Kelodjou, Laurence Roz, Vronique Masson, Luis Galrraga, Romaric Gaudel, Maurice Tchuent, Alexandre Termier |
| 2022 | ICML | UniRank: Unimodal Bandit Algorithms for Online Ranking. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont |
| 2022 | IDA | s-LIME: Reconciling Locality and Fidelity in Linear Explanations. | Romaric Gaudel, Luis Galrraga, Julien Delaunay, Laurence Roz, Vaishnavi Bhargava |
| 2021 | ICML | Parametric Graph for Unimodal Ranking Bandit. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont, Boammani Aser Lompo |
| 2021 | IDA | Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. | Camille-Sovanneary Gauthier, Romaric Gaudel, lisa Fromont |
| 2017 | RecSys | Kernalized Collaborative Contextual Bandits. | Leonardo Cella, Romaric Gaudel, Paolo Cremonesi |
| 2016 | ICONIP | Sequential Collaborative Ranking Using (No-)Click Implicit Feedback. | Frdric Guillou, Romaric Gaudel, Philippe Preux |
| 2016 | RecSys | Hybrid Recommender System based on Autoencoders. | Florian Strub, Romaric Gaudel, Jrmie Mary |
| 2015 | AAAI | Collaborative Filtering with Localised Ranking. | Charanpal Dhanjal, Romaric Gaudel, Stphan Clmenon |
| 2014 | SDM | Online Matrix Completion Through Nuclear Norm Regularisation. | Charanpal Dhanjal, Romaric Gaudel, Stphan Clmenon |
| 2010 | ICML | Feature Selection as a One-Player Game. | Romaric Gaudel, Michle Sebag |
| 2007 | ILP | A Phase Transition-Based Perspective on Multiple Instance Kernels. | Romaric Gaudel, Michle Sebag, Antoine Cornujols |