George Paterakis

According to our database, George Paterakis authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow.

George Paterakis, Andrea Castellani, George Papoutsoglou, Tobias Rodemann, Ioannis Tsamardinos

CoRR, August, 2025

2024

Do We Really Need Imputation in AutoML Predictive Modeling?

George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos

ACM Trans. Knowl. Discov. Data, July, 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

2023

FreSh: A Lock-Free Data Series Index.

Panagiota Fatourou, Eleftherios Kosmas, Themis Palpanas, George Paterakis

Proceedings of the 42nd International Symposium on Reliable Distributed Systems, 2023