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 | 96 | 2020 |
Resource configuration compliance service P Prahlad, R Viswanathan, ADE Wright, BJ Ullom, T Bansal, V Vijayaraj, ... US Patent 10,057,184, 2018 | 60 | 2018 |
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 | 26 | 2021 |
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 | 22 | 2023 |
Amazon SageMaker automatic model tuning: Scalable black-box optimization V Perrone, H Shen, A Zolic, I Shcherbatyi, A Ahmed, T Bansal, M Donini, ... arXiv preprint arXiv:2012.08489 1, 2020 | 15 | 2020 |
Resource configuration service P Prahlad, R Viswanathan, ADE Wright, BJ Ullom, T Bansal, V Vijayaraj, ... US Patent 10,225,208, 2019 | 8 | 2019 |
Computing resources checkpoint restoration R Viswanathan, C Whitaker, T Bansal, V Vijayaraj US Patent 10,505,805, 2019 | 7 | 2019 |
Fully managed repository to create, version, and share curated data for machine learning development T Bansal, V Kastuar, S Gupta, A Tang, LN Ramakrishnan, S Stefani, ... US Patent 11,704,299, 2023 | 1 | 2023 |
Automated machine learning pipeline exploration and deployment T Bansal, P Das, LP Dirac, F Li, Z Karnin, P Gautier, G Patricia, ... US Patent 12,061,963, 2024 | | 2024 |
Secure and efficient cross-service sharing of subscriber data T Bansal, V Vijayaraj, R Repaka, WFH Kruse, RF Hinojosa, ... US Patent 11,425,140, 2022 | | 2022 |
Resource configuration testing service P Prahlad, R Viswanathan, ADE Wright, BJ Ullom, T Bansal, V Vijayaraj, ... US Patent 10,541,871, 2020 | | 2020 |
Resource configuration history service P Prahlad, R Viswanathan, ADE Wright, BJ Ullom, T Bansal, V Vijayaraj, ... US Patent 10,257,040, 2019 | | 2019 |