Raoni Lourenço

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Iterative Process

Reinforcement Learning

Enormous Amounts

Top Venues

SIGMOD Conference

Publications

Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
BugDoc. VLDB J. 32 (1) (2023)
Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. AutoML (2023)
Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
Correction to: BugDoc Iterative debugging and explanation of pipeline executions. VLDB J. 32 (2) (2023)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataPrism: Exposing Disconnect between Data and Systems. SIGMOD Conference (2022)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataExposer: Exposing Disconnect between Data and Systems. CoRR (2021)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: A System for Debugging Computational Pipelines. SIGMOD Conference (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: Algorithms to Debug Computational Processes. SIGMOD Conference (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
Debugging Machine Learning Pipelines. CoRR (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: Algorithms to Debug Computational Processes. CoRR (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
Debugging Machine Learning Pipelines. DEEM@SIGMOD (2019)
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenço, Rémi Rampin, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar. CoRR (2019)