Applying Markov logic to document annotation, citation deduplication. - Jean Baptiste Faddoul; Boris Chidlovskii (EGC, 2010)

Boosting Multi-Task Weak Learners with Applications to Textual and Social Data. - Jean Baptiste Faddoul; Boris Chidlovskii; Fabien Torre; Rémi Gilleron (ICMLA, 2010)

Learning Multiple Tasks with Boosted Decision Trees. - Jean Baptiste Faddoul; Boris Chidlovskii; Rémi Gilleron; Fabien Torre (ECML/PKDD (1), 2012)

Méthodes d'ensembles pour l'apprentissage multi-tâche avec des tâches hétérogènes et sans restrictions. (Ensemble Methods to Learn Multiple Heterogenous Tasks without Restrictions). - Jean Baptiste Faddoul (2012)

Chargrid: Towards Understanding 2D Documents. - Anoop R. Katti; Christian Reisswig; Cordula Guder; Sebastian Brarda; Steffen Bickel; Johannes Höhne; Jean Baptiste Faddoul (EMNLP, 2018)

Amazon SageMaker Autopilot: a white box AutoML solution at scale. - Piali Das; Valerio Perrone; Nikita Ivkin; Tanya Bansal; Zohar S. Karnin; Huibin Shen; Iaroslav Shcherbatyi; Yotam Elor; Wilton Wu; Aida Zolic; Thibaut Liénart; Alex Tang; et al. (CoRR, 2020)

Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization. - Valerio Perrone; Huibin Shen; Aida Zolic; Iaroslav Shcherbatyi; Amr Ahmed 004; Tanya Bansal; Michele Donini; Fela Winkelmolen; Rodolphe Jenatton; Jean Baptiste Faddoul; Barbara Pogorzelska; Miroslav Miladinovic; et al. (CoRR, 2020)

Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization. - Valerio Perrone; Huibin Shen; Aida Zolic; Iaroslav Shcherbatyi; Amr Ahmed 004; Tanya Bansal; Michele Donini; Fela Winkelmolen; Rodolphe Jenatton; Jean Baptiste Faddoul; Barbara Pogorzelska; Miroslav Miladinovic; et al. (KDD, 2021)

Overfitting in Bayesian Optimization: an empirical study and early-stopping solution. - Anastasia Makarova; Huibin Shen; Valerio Perrone; Aaron Klein; Jean Baptiste Faddoul; Andreas Krause 001; Matthias W. Seeger; Cédric Archambeau (CoRR, 2021)

Automatic Termination for Hyperparameter Optimization. - Anastasia Makarova; Huibin Shen; Valerio Perrone; Aaron Klein; Jean Baptiste Faddoul; Andreas Krause 001; Matthias W. Seeger; Cédric Archambeau (AutoML, 2022)

Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation. - Nithish Kannen; Yao Ma; Gerrit J. J. van den Burg; Jean Baptiste Faddoul (EMNLP (Findings), 2024)