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 | 134 | 2020 |
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 | 81 | 2020 |
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 | 15 | 2023 |
Automated problem detection for machine learning models A Olgiati, M Maccanti, AB Nagarajan, LN Ramakrishnan, U Chowdhary, ... US Patent 11,449,798, 2022 | 6 | 2022 |
Feature engineering pipeline generation for machine learning using decoupled dataset analysis and interpretation LLE Rouesnel US Patent 11,593,705, 2023 | 1 | 2023 |
Data preparation for use with machine learning Y Gao, LLE Rouesnel, A Sharma US Patent App. 17/359,382, 2022 | | 2022 |