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Laurence Rouesnel
Laurence Rouesnel
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Elastic machine learning algorithms in amazon sagemaker
E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
1342020
Amazon SageMaker Autopilot: a white box AutoML solution at scale
P Das, N Ivkin, T Bansal, L Rouesnel, P Gautier, Z Karnin, L Dirac, ...
Proceedings of the fourth international workshop on data management for end …, 2020
812020
Automated machine learning pipeline exploration and deployment
T Bansal, P Das, LP Dirac, F Li, Z Karnin, P Gautier, G Patricia, ...
US Patent 11,727,314, 2023
152023
Automated problem detection for machine learning models
A Olgiati, M Maccanti, AB Nagarajan, LN Ramakrishnan, U Chowdhary, ...
US Patent 11,449,798, 2022
62022
Feature engineering pipeline generation for machine learning using decoupled dataset analysis and interpretation
LLE Rouesnel
US Patent 11,593,705, 2023
12023
Data preparation for use with machine learning
Y Gao, LLE Rouesnel, A Sharma
US Patent App. 17/359,382, 2022
2022
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