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Raoni de Paula Lourenço
Raoni de Paula Lourenço
Other namesRaoni Lourenco, Raoni de Paula Lourenco, Raoni Lourenço
Verified email at uni.lu - Homepage
Title
Cited by
Cited by
Year
AlphaD3M: Machine learning pipeline synthesis
I Drori, Y Krishnamurthy, R Rampin, R Lourenço, J Ono, K Cho, C Silva, ...
AutoML Workshop at ICML, 2018
1132018
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
422019
Debugging Machine Learning Pipelines
R Lourenço, J Freire, D Shasha
3rd International Workshop on Data Management for End-to-End Machine …, 2019
332019
Bugdoc: Algorithms to debug computational processes
R Lourenço, J Freire, D Shasha
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
202020
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
162020
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
72022
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
72021
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
32023
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
12023
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
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
2023
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
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Articles 1–14