Sfoglia per Autore
Wasserstein-Enabled Leaks Localization in Water Distribution Networks
2024 Ponti, A; Giordani, I; Candelieri, A; Archetti, F
Generating Informative Scenarios via Active Learning
2024 Candelieri, A; Chou, X; Archetti, F; Messina, E
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
2024 Candelieri, A; Ponti, A; Archetti, F
Distributional learning in multi-objective optimization of recommender systems
2023 Candelieri, A; Ponti, A; Giordani, I; Bosio, A; Archetti, F
Uncertainty quantification and exploration–exploitation trade-off in humans
2023 Candelieri, A; Ponti, A; Archetti, F
Generative Models via Optimal Transport and Gaussian Processes
2023 Candelieri, A; Ponti, A; Archetti, F
Wasserstein enabled Bayesian optimization of composite functions
2023 Candelieri, A; Ponti, A; Archetti, F
Intrusion Detection in Networks by Wasserstein Enabled Many-Objective Evolutionary Algorithms
2023 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
Safe Optimal Control of Dynamic Systems: Learning from Experts and Safely Exploring New Policies
2023 Candelieri, A; Ponti, A; Fersini, E; Messina, E; Archetti, F
On the use of Wasserstein distance in the distributional analysis of human decision making under uncertainty
2023 Candelieri, A; Ponti, A; Giordani, I; Archetti, F
Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes
2022 Candelieri, A; Ponti, A; Archetti, F
Bayesian Optimization in Wasserstein Spaces
2022 Candelieri, A; Ponti, A; Archetti, F
The “Unreasonable” Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores
2022 Ponti, A; Giordani, I; Mistri, M; Candelieri, A; Archetti, F
AutoTinyML for microcontrollers: Dealing with black-box deployability
2022 Perego, R; Candelieri, A; Archetti, F; Pau, D
Network Vulnerability Analysis in Wasserstein Spaces
2022 Ponti, A; Irpino, A; Candelieri, A; Bosio, A; Giordani, I; Archetti, F
Lost in Optimization of Water Distribution Systems: Better Call Bayes
2022 Candelieri, A; Ponti, A; Giordani, I; Archetti, F
Explaining Exploration–Exploitation in Humans
2022 Candelieri, A; Ponti, A; Archetti, F
A novel graph‐based vulnerability metric in urban network infrastructures: The case of water distribution networks
2021 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
A new evolutionary approach to optimal sensor placement in water distribution networks
2021 Ponti, A; Candelieri, A; Archetti, F
Deep learning representations in automatic misogyny identification: What do we gain and what do we miss?
2021 Fersini, E; Rosato, L; Candelieri, A; Archetti, F; Messina, E
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