1 code implementation • 9 Feb 2023 • Mohamed Abdelaal, Christian Hammacher, Harald Schoening
In this work, we introduce a comprehensive benchmark, called REIN1, to thoroughly investigate the impact of data cleaning methods on various ML models.
no code implementations • 4 Jul 2022 • Benjamin Hilprecht, Christian Hammacher, Eduardo Reis, Mohamed Abdelaal, Carsten Binnig
In this paper, we present our vision of differentiable ML pipelines called DiffML to automate the construction of ML pipelines in an end-to-end fashion.