Konstantinos Paraschakis

According to our database, Konstantinos Paraschakis authored at least 3 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

CLBO: Conditional Local Bayesian Optimization for Automated Machine Learning.

George Paterakis, Giorgos Borboudakis, Konstantinos Paraschakis, Paulos Charonyktakis, Ioannis Tsamardinos

Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024

Confidence Interval Estimation of Predictive Performance in the Context of AutoML.

Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML.

Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis, Ioannis Tsamardinos

CoRR, 2023