PONTI, ANDREA
PONTI, ANDREA
DIPARTIMENTO DI ECONOMIA, METODI QUANTITATIVI E STRATEGIE DI IMPRESA
Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
2024 Candelieri, A; Ponti, A; Archetti, F
Wasserstein-Enabled Leaks Localization in Water Distribution Networks
2024 Ponti, A; Giordani, I; Candelieri, A; Archetti, F
Distributional learning in multi-objective optimization of recommender systems
2023 Candelieri, A; Ponti, A; Giordani, I; Bosio, A; Archetti, F
Generative Models via Optimal Transport and Gaussian Processes
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
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 Optimal Control of Dynamic Systems: Learning from Experts and Safely Exploring New Policies
2023 Candelieri, A; Ponti, A; Fersini, E; Messina, E; Archetti, F
Uncertainty quantification and exploration–exploitation trade-off in humans
2023 Candelieri, A; Ponti, A; Archetti, F
Wasserstein enabled Bayesian optimization of composite functions
2023 Candelieri, A; Ponti, A; Archetti, F
Bayesian Optimization in Wasserstein Spaces
2022 Candelieri, A; Ponti, A; Archetti, F
Explaining Exploration–Exploitation in Humans
2022 Candelieri, A; Ponti, A; Archetti, F
Lost in Optimization of Water Distribution Systems: Better Call Bayes
2022 Candelieri, A; Ponti, A; Giordani, I; Archetti, F
Network Vulnerability Analysis in Wasserstein Spaces
2022 Ponti, A; Irpino, A; Candelieri, A; Bosio, A; Giordani, I; Archetti, F
Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes
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
A new evolutionary approach to optimal sensor placement in water distribution networks
2021 Ponti, A; Candelieri, 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 Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement
2021 Ponti, A; Candelieri, A; Archetti, F
Data efficient learning of implicit control strategies in Water Distribution Networks
2021 Candelieri, A; Ponti, A; Archetti, F
Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization
2021 Ponti, A; Candelieri, A; Archetti, F