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Jean Baptiste Faddoul
Jean Baptiste Faddoul
Applied Science Manager at Amazon
Verified email at amazon.com
Title
Cited by
Cited by
Year
Chargrid: Towards understanding 2d documents
AR Katti, C Reisswig, C Guder, S Brarda, S Bickel, J Höhne, JB Faddoul
arXiv preprint arXiv:1809.08799, 2018
2432018
Amazon SageMaker Autopilot: a white box AutoML solution at scale
P Das, V Perrone, N Ivkin, T Bansal, Z Karnin, H Shen, I Shcherbatyi, ...
Proceedings of the Fourth International Workshop on Data Management for End …, 2020
912020
Amazon sagemaker automatic model tuning: Scalable gradient-free optimization
V Perrone, H Shen, A Zolic, I Shcherbatyi, A Ahmed, T Bansal, M Donini, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
35*2021
Boosting multi-task weak learners with applications to textual and social data
JB Faddoul, B Chidlovskii, F Torre, R Gilleron
2010 Ninth International Conference on Machine Learning and Applications …, 2010
322010
Learning multiple tasks with boosted decision trees
JB Faddoul, B Chidlovskii
US Patent 8,694,444, 2014
312014
Automatic termination for hyperparameter optimization
A Makarova, H Shen, V Perrone, A Klein, JB Faddoul, A Krause, ...
International Conference on Automated Machine Learning, 7/1-21, 2022
282022
Learning multiple tasks with boosted decision trees
JB Faddoul, B Chidlovskii, R Gilleron, F Torre
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012
282012
Two-dimensional document processing
C Reisswig, AR Katti, S Bickel, J Hoehne, JB Faddoul
US Patent 10,540,579, 2020
232020
Method to preserve the place of parentheses and tags in statistical machine translation systems
JB Faddoul, F Pacull
US Patent 8,280,718, 2012
232012
Overfitting in Bayesian optimization: an empirical study and early-stopping solution
A Makarova, H Shen, V Perrone, A Klein, JB Faddoul, A Krause, ...
2nd Workshop on Neural Architecture Search (NAS 2021 collocated with the 9th …, 2021
182021
Multi-task machine learning using features bagging and local relatedness in the instance space
JB Faddoul, B Chidlovskii
US Patent 8,954,357, 2015
182015
Applying Sequence-to-Mask Models for Information Extraction from Invoices
AR Katti, J Hoehne, S Bickel, JB Faddoul
13th IAPR International Workshop on Document Analysis Systems, Short Papers …, 2018
72018
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation
N Kannen, Y Ma, GJJ van den Burg, JB Faddoul
arXiv preprint arXiv:2409.17711, 2024
2024
Efficient pointwise-pairwise learning-to-rank for news recommendation
NK Senthilkumar, Y Ma, G van den Burg, JB Faddoul
2024
Two-dimensional document processing
C Reisswig, AR Katti, S Bickel, J Hoehne, JB Faddoul
US Patent 11,244,208, 2022
2022
Chargrid: Towards Understanding 2D Documents
A Raveendra Katti, C Reisswig, C Guder, S Brarda, S Bickel, J Höhne, ...
arXiv e-prints, arXiv: 1809.08799, 2018
2018
Méthodes d’ensembles pour l’apprentissage multi-tâche avec des tâches hétérogènes et sans restrictions
JB Faddoul
Université Charles de Gaulle-Lille III, 2012
2012
Ensemble Methods to Learn Multiple Heterogenous Tasks without Restrictions
JB Faddoul
< bound method Organization. get_name_with_acronym of< Organization: TEL …, 2012
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).
JB Faddoul
Charles de Gaulle University, Lille, France, 2012
2012
Applying Markov logic to document annotation, citation deduplication.
JB Faddoul, B Chidlovskii
EGC, 435-440, 2010
2010
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