Francesco Archetti
Università degli Studi di Milano-Bicocca
H-index: 26
Europe-Italy
Top articles of Francesco Archetti
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Prompt Optimization in Large Language Models | Mathematics | Antonio Sabbatella Andrea Ponti Ilaria Giordani Antonio Candelieri Francesco Archetti | 2024/3/21 |
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization | Machine Learning | Antonio Candelieri Andrea Ponti Francesco Archetti | 2024/2/28 |
Wasserstein-Enabled Leaks Localization in Water Distribution Networks | Water | Andrea Ponti Ilaria Giordani Antonio Candelieri Francesco Archetti | 2024/1/27 |
A Bayesian approach for prompt optimization in pre-trained language models | arXiv preprint arXiv:2312.00471 | Antonio Sabbatella Andrea Ponti Antonio Candelieri Ilaria Giordani Francesco Archetti | 2023/12/1 |
On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty | Annals of Mathematics and Artificial Intelligence | Antonio Candelieri Andrea Ponti Ilaria Giordani Francesco Archetti | 2023/6 |
The unreasonable effectiveness of optimal transport distance in the design of multi-objective evolutionary optimization algorithms | Numerical Computations: Theory and Algorithms NUMTA 2023 | Andrea Ponti Antonio Candelieri Francesco Archetti | 2023/6/14 |
Safe Optimal Control of Dynamic Systems: Learning from Experts and Safely Exploring New Policies | Mathematics | Antonio Candelieri Andrea Ponti Elisabetta Fersini Enza Messina Francesco Archetti | 2023/10/19 |
Resource Allocation via Bayesian Optimization: an efficient alternative to Semi-Bandit Feedback | Numerical Computations: Theory and Algorithms NUMTA 2023 | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023/6/14 |
Intrusion Detection in Networks by Wasserstein Enabled Many-Objective Evolutionary Algorithms | Mathematics | Andrea Ponti Antonio Candelieri Ilaria Giordani Francesco Archetti | 2023/5/17 |
Generating Informative Scenarios via Active Learning | Antonio Candelieri Xiaochen Chou Francesco A Archetti Enza Messina | 2023/9/4 | |
Multi-objective and multiple information source optimization for Fair and Green Machine Learning | Numerical Computations: Theory and Algorithms NUMTA 2023 | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023/6/14 |
Learning and Intelligent Optimization: 16th International Conference, LION 16, Milos Island, Greece, June 5–10, 2022, Revised Selected Papers | Dimitris E Simos Varvara A Rasskazova Francesco Archetti Ilias S Kotsireas Panos M Pardalos | 2023/2/4 | |
Wasserstein enabled Bayesian optimization of composite functions | Journal of Ambient Intelligence and Humanized Computing | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023/8 |
Generative Models via Optimal Transport and Gaussian Processes | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023/6/4 | |
Building Resilient and Sustainable Cities Starting from the Urban Transport System | Emanuele Bellini Paolo Nesi Cristina Martelli Evangelia Gaitanidou Francesco Archetti | 2023/1/11 | |
Distributional learning in multi-objective optimization of recommender systems | Journal of Ambient Intelligence and Humanized Computing | Antonio Candelieri Andrea Ponti Ilaria Giordani Anna Bosio Francesco Archetti | 2023/8 |
Uncertainty quantification and exploration–exploitation trade-off in humans | Journal of Ambient Intelligence and Humanized Computing | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023 |
A Leak Localization Algorithm in Water Distribution Networks Using Probabilistic Leak Representation and Optimal Transport Distance | Andrea Ponti Ilaria Giordani Antonio Candelieri Francesco Archetti | 2023/6/4 | |
Bayesian optimization over the probability simplex | Annals of Mathematics and Artificial Intelligence | Antonio Candelieri Andrea Ponti Francesco Archetti | 2023/7/18 |
Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes | Antonio Candelieri Andrea Ponti Francesco Archetti | 2022/6/5 |
Co-Authors
