6 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.DB2023★ 6 cited
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines
Mohamed Abdelaal, Rashmi Koparde, Harald Schoening
Machine learning algorithms have become increasingly prevalent in multiple domains, such as autonomous driving, healthcare, and finance. In such domains, data preparation remains a…
cs.DB2023★ 2 cited
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines
Mohamed Abdelaal, Christian Hammacher, Harald Schoening
Nowadays, machine learning (ML) plays a vital role in many aspects of our daily life. In essence, building well-performing ML applications requires the provision of high-quality da…