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Jean Baptiste Faddoul
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2020 – today
- 2022
- [c6]Anastasia Makarova, Huibin Shen, Valerio Perrone, Aaron Klein, Jean Baptiste Faddoul, Andreas Krause, Matthias W. Seeger, Cédric Archambeau:
Automatic Termination for Hyperparameter Optimization. AutoML 2022: 7/1-21 - 2021
- [c5]Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias W. Seeger, Cédric Archambeau:
Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization. KDD 2021: 3463-3471 - [i4]Anastasia Makarova, Huibin Shen, Valerio Perrone, Aaron Klein, Jean Baptiste Faddoul, Andreas Krause, Matthias W. Seeger, Cédric Archambeau:
Overfitting in Bayesian Optimization: an empirical study and early-stopping solution. CoRR abs/2104.08166 (2021) - 2020
- [i3]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, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel:
Amazon SageMaker Autopilot: a white box AutoML solution at scale. CoRR abs/2012.08483 (2020) - [i2]Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias W. Seeger, Cédric Archambeau:
Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization. CoRR abs/2012.08489 (2020)
2010 – 2019
- 2018
- [c4]Anoop R. Katti, Christian Reisswig, Cordula Guder, Sebastian Brarda, Steffen Bickel, Johannes Höhne, Jean Baptiste Faddoul:
Chargrid: Towards Understanding 2D Documents. EMNLP 2018: 4459-4469 - [i1]Anoop R. Katti, Christian Reisswig, Cordula Guder, Sebastian Brarda, Steffen Bickel, Johannes Höhne, Jean Baptiste Faddoul:
Chargrid: Towards Understanding 2D Documents. CoRR abs/1809.08799 (2018) - 2012
- [b1]Jean Baptiste Faddoul:
Méthodes d'ensembles pour l'apprentissage multi-tâche avec des tâches hétérogènes et sans restrictions. (Ensemble Methods to Learn Multiple Heterogenous Tasks without Restrictions). Charles de Gaulle University, Lille, France, 2012 - [c3]Jean Baptiste Faddoul, Boris Chidlovskii, Rémi Gilleron, Fabien Torre
:
Learning Multiple Tasks with Boosted Decision Trees. ECML/PKDD (1) 2012: 681-696 - 2010
- [c2]Jean Baptiste Faddoul, Boris Chidlovskii:
Applying Markov logic to document annotation, citation deduplication. EGC 2010: 435-440 - [c1]Jean Baptiste Faddoul, Boris Chidlovskii, Fabien Torre
, Rémi Gilleron:
Boosting Multi-Task Weak Learners with Applications to Textual and Social Data. ICMLA 2010: 367-372
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