Waldemar Titov

XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning

In the last 10 years, various automated machine learning (AutoML) systems have been proposed to build end-to-end machine learning (ML) pipelines with minimal human interaction. Even though such automatically synthesized ML pipelines are able to achieve competitive performance, recent studies have shown that users do n…