A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML. - Giorgos Borboudakis; Paulos Charonyktakis; Konstantinos Paraschakis; Ioannis Tsamardinos (CoRR, 2023)

Confidence Interval Estimation of Predictive Performance in the Context of AutoML. - Konstantinos Paraschakis; Andrea Castellani; Giorgos Borboudakis; Ioannis Tsamardinos (AutoML, 2024)

CLBO: Conditional Local Bayesian Optimization for Automated Machine Learning. - George Paterakis; Giorgos Borboudakis; Konstantinos Paraschakis; Paulos Charonyktakis; Ioannis Tsamardinos (SETN, 2024)