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Jean Baptiste Faddoul
Jean Baptiste Faddoul
Applied Science Manager at Amazon
Adresă de e-mail confirmată pe amazon.com
Titlu
Citat de
Citat de
Anul
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
2282018
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
792020
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
32*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
302014
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
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
262022
Two-dimensional document processing
C Reisswig, AR Katti, S Bickel, J Hoehne, JB Faddoul
US Patent 10,540,579, 2020
232020
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
Method to preserve the place of parentheses and tags in statistical machine translation systems
JB Faddoul, F Pacull
US Patent 8,280,718, 2012
162012
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
132021
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
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
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
Sharing the Collective Intelligence between E-mail Applications
B Chidlovskii, JB Faddoul
2010
Learning Many Tasks with Adaboost
JB Faddoul, B Chidlovskii, F Torre, R Gilleron
Ensemble Methods to Learn Multiple Heterogenous Tasks without Restrictions.
JB Faddoul
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Articole 1–20