AutoCure: Automated Tabular Data Curation Technique for ML Pipelines-Reference-Cited by-同舟云学术

AutoCure: Automated Tabular Data Curation Technique for ML Pipelines

Published:2023-06-18 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management
language:
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Author:

Abdelaal Mohamed¹^ORCID,Koparde Rashmi²^ORCID,Schoening Harald¹^ORCID

Affiliation:

1. Software AG, Darmstadt, Germany

2. Otto von Guericke University Magdebur, Magdeburg, Germany

Funder

Bundesministerium für Bildung und Forschung

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3593078.3593930

Reference36 articles.

1. Mohamed Abdelaal , Christian Hammacher , and Harald Schoening. REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. In 26th International Conference on Extending Database Technology (EDBT) , March 2023 . Mohamed Abdelaal, Christian Hammacher, and Harald Schoening. REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines. In 26th International Conference on Extending Database Technology (EDBT), March 2023.

2. Detecting data errors

3. Optuna

4. Messing up with BART

5. Oliver Birgelen , Alexander; Niggemann. Smart factory: High storage system data for energy optimization , 2018 . accessed on January 2022. Oliver Birgelen, Alexander; Niggemann. Smart factory: High storage system data for energy optimization, 2018. accessed on January 2022.

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1. ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines*;2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW);2024-05-13