| AlphaD3M: Machine learning pipeline synthesis I Drori, Y Krishnamurthy, R Rampin, R Lourenço, J Ono, K Cho, C Silva, ... AutoML Workshop at ICML, 2018 | 119 | 2018 |
| Automatic machine learning by pipeline synthesis using model-based reinforcement learning and a grammar I Drori, Y Krishnamurthy, R Lourenco, R Rampin, K Cho, C Silva, J Freire arXiv preprint arXiv:1905.10345, 2019 | 46 | 2019 |
| Debugging Machine Learning Pipelines R Lourenço, J Freire, D Shasha 3rd International Workshop on Data Management for End-to-End Machine …, 2019 | 36 | 2019 |
| Bugdoc: Algorithms to debug computational processes R Lourenço, J Freire, D Shasha Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 21 | 2020 |
| Bugdoc: A system for debugging computational pipelines R Lourenço, J Freire, D Shasha Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 17 | 2020 |
| Dataprism: Exposing disconnect between data and systems S Galhotra, A Fariha, R Lourenço, J Freire, A Meliou, D Srivastava Proceedings of the 2022 International Conference on Management of Data, 217-231, 2022 | 14 | 2022 |
| DataExposer: exposing disconnect between data and systems S Galhotra, A Fariha, R Lourenço, J Freire, A Meliou, D Srivastava arXiv preprint arXiv:2105.06058, 2021 | 7 | 2021 |
| Alphad3m: an open-source automl library for multiple ml tasks R Lopez, R Lourenço, R Rampin, S Castelo, ASR Santos, JHP Ono, ... International Conference on Automated Machine Learning, 22/1-22, 2023 | 4 | 2023 |
| BugDoc: Iterative debugging and explanation of pipeline R Lourenço, J Freire, E Simon, G Weber, D Shasha The VLDB Journal 32 (1), 75-101, 2023 | 4 | 2023 |
| AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks R DE PAULA LOURENCO, R Rampin, S Castelo, A Santos, J Ono, ... AutoML Conference 2023 (ABCD Track), 2023 | 1 | 2023 |
| Correction to: BugDoc Iterative debugging and explanation of pipeline executions R Lourenço, J Freire, E Simon, G Weber, D Shasha The VLDB Journal 32 (2), 473-473, 2023 | 1 | 2023 |
| Decision support model for time series data augmentation method selection D Joubaud, S Kubler, R Lourenço, M Cordy, Y Le Traon IEEE Access, 2024 | | 2024 |
| Through the Lens of Explainability: Enhancing Trust in Remaining Useful Life Prognosis Models K Benguessoum, R Lourenço, V Bourel, S Kubler International Conference on Flexible Automation and Intelligent …, 2024 | | 2024 |
| BugDoc Iterative debugging and explanation of pipeline executions (Feb, 10.1007/s00778-022-00733-5, 2022) R Lourenco, J Freire, E Simon, G Weber, D Shasha VLDB JOURNAL, 2022 | | 2022 |
| Debugging Science: Algorithms and Systems to Debug Computational Pipelines R de Paula Lourenco New York University Tandon School of Engineering, 2020 | | 2020 |
| Televisão Aumentada: inserção de realidade misturada em aplicações interativas no SBTVD R de Paula Lourenço | | |
Juliana FreireNew York University在 nyu.edu 的電子郵件地址已通過驗證