Joseph Giovanelli

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Preference Learning

Top Venues

Comput. Electron. Agric.

Publications

Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. AAAI (2024)
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. Trans. Mach. Learn. Res. 2024 (2024)
Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
AutoClues: Exploring Clustering Pipelines via AutoML and Diversification. PAKDD (1) (2024)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo
Reproducible experiments for generating pre-processing pipelines for AutoETL. Inf. Syst. 120 (2024)
Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
Fine-grained Soil Moisture Monitoring with PLUTO. SEBD (2023)
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks. CoRR (2023)
Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning. CoRR (2023)
Matteo Francia, Joseph Giovanelli, Giuseppe Pisano
HAMLET: A framework for Human-centered AutoML via Structured Argumentation. Future Gener. Comput. Syst. 142 (2023)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
Data pre-processing pipeline generation for AutoETL. Inf. Syst. 108 (2022)
Matteo Francia, Joseph Giovanelli, Matteo Golfarelli
Multi-sensor profiling for precision soil-moisture monitoring. Comput. Electron. Agric. 197 (2022)
Joseph Giovanelli, Giuseppe Pisano
Towards Human-centric AutoML via Logic and Argumentation. EDBT/ICDT Workshops (2022)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
Effective data pre-processing for AutoML. DOLAP (2021)