2 papers
cs.LG2023
AutoML in Heavily Constrained Applications
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
Optimizing a machine learning pipeline for a task at hand requires careful configuration of various hyperparameters, typically supported by an AutoML system that optimizes the hype…
cs.LG2019
ED2: Two-stage Active Learning for Error Detection -- Technical Report
Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
Traditional error detection approaches require user-defined parameters and rules. Thus, the user has to know both the error detection system and the data. However, we can also form…