42 citations · 42 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 42 cited
Online AutoML: An adaptive AutoML framework for online learning
Bilge Celik, Prabhant Singh, Joaquin Vanschoren
Automated Machine Learning (AutoML) has been used successfully in settings where the learning task is assumed to be static. In many real-world scenarios, however, the data distribu…
cs.LG2020
Adaptation Strategies for Automated Machine Learning on Evolving Data
Bilge Celik, Joaquin Vanschoren
Automated Machine Learning (AutoML) systems have been shown to efficiently build good models for new datasets. However, it is often not clear how well they can adapt when the data…