| An ADMM based framework for automl pipeline configuration S Liu, P Ram, D Vijaykeerthy, D Bouneffouf, G Bramble, H Samulowitz, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4892-4899, 2020 | 82 | 2020 |
| AutoAI-TS: AutoAI for time series forecasting SY Shah, D Patel, L Vu, XH Dang, B Chen, P Kirchner, H Samulowitz, ... Proceedings of the 2021 International Conference on Management of Data, 2584 …, 2021 | 35 | 2021 |
| Automated data science for relational data HT Lam, B Buesser, H Min, TN Minh, M Wistuba, U Khurana, G Bramble, ... 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2689-2692, 2021 | 12 | 2021 |
| Automated machine learning via ADMM S Liu, P Ram, D Bouneffouf, G Bramble, AR Conn, H Samulowitz, ... CoRR, 2019 | 8 | 2019 |
| Neurology-as-a-Service for the Developing World T Dharamsi, P Das, T Pedapati, G Bramble, V Muthusamy, H Samulowitz, ... arXiv preprint arXiv:1711.06195, 2017 | 7 | 2017 |
| Automated artificial intelligence radial visualization T Salonidis, J Eversman, D Wang, A Swain, G Bramble, L Ju, N Mazzitelli, ... US Patent 11,514,361, 2022 | 6 | 2022 |
| Solving constrained cash problems with admm P Ram, S Liu, D Vijaykeerthi, D Wang, D Bouneffouf, G Bramble, ... arXiv preprint arXiv:2006.09635, 2020 | 5 | 2020 |
| Automated machine learning pipeline generation B Chen, L Vu, SY Shah, XH Dang, PD Kirchner, SE Han, JH Yang, ... US Patent 11,620,582, 2023 | 4 | 2023 |
| Automated model pipeline generation with entity monitoring, interaction, and intervention D Wang, A Chaudhary, JH Yang, B Chen, G Bramble, C Gan, U Kartoun, ... US Patent App. 16/994,923, 2022 | 2 | 2022 |
| Automated machine learning using nearest neighbor recommender systems S Sathe, G Bramble, HC Samulowitz, CC Aggarwal US Patent 11,941,541, 2024 | 1 | 2024 |
| Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection P Ram, AG Gray, HC Samulowitz, G Bramble Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 1 | 2023 |
| Automated time series forecasting pipeline generation L Vu, B Chen, XH Dang, PD Kirchner, SY Shah, DC Patel, SE Han, ... US Patent App. 17/654,965, 2022 | 1 | 2022 |
| Automated analysis generation for machine learning system A Chaudhary, D Wang, DJ Piorkowski, DM Gruen, C Gan, PD Kirchner, ... US Patent App. 17/020,299, 2022 | 1 | 2022 |
| Using meta-learning to optimize automatic selection of machine learning pipelines D Wang, C Gan, G Bramble, L Amini, HC Samulowitz, KA Kate, B Chen, ... US Patent App. 16/990,965, 2022 | 1 | 2022 |
| Transfer learning across automated machine learning systems D Wang, M Tan, C Gan, J Tsay, G Bramble US Patent App. 16/806,626, 2021 | 1 | 2021 |
| Empirical Evidence on Conversational Control of GUI in Semantic Automation DKI Weidele, M Martino, AN Valente, G Rossiello, H Strobelt, L Franke, ... Proceedings of the 29th International Conference on Intelligent User …, 2024 | | 2024 |
| Code generation for Auto-AI PD Kirchner, G Bramble, HC Samulowitz, D Wang, A Chaudhary, G Filla US Patent 11,861,469, 2024 | | 2024 |
| Distributed resource-aware training of machine learning pipelines S Sathe, G Bramble, L Vu, T Salonidis US Patent 11,829,799, 2023 | | 2023 |
| Conversational GUI for Semantic Automation Layer DKI Weidele, G Rossiello, G Bramble, A Valente, S Bagchi, ... International Semantic Web Conference, 2023 | | 2023 |
| Automated lookback window searching L Vu, SK Sathe, PD Kirchner, G Bramble US Patent App. 17/660,369, 2023 | | 2023 |
