PONTI, ANDREA
PONTI, ANDREA
DIPARTIMENTO DI ECONOMIA, METODI QUANTITATIVI E STRATEGIE DI IMPRESA
Energy Efficient Hyperparameters Tuning through Augmented Gaussian Processes and Multi-information Source optimization
2020 Candelieri, A; Archetti, F; Ponti, A; Perego, R
Modelling human active search in optimizing black-box functions
2020 Candelieri, A; Perego, R; Giordani, I; Ponti, A; Archetti, F
A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement
2021 Ponti, A; 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
Data efficient learning of implicit control strategies in Water Distribution Networks
2021 Candelieri, A; Ponti, A; Archetti, F
Probabilistic measures of edge criticality in graphs: a study in water distribution networks
2021 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
Risk aware optimization of water sensor placement
2021 Candelieri, A; Ponti, A; Archetti, F
Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization
2021 Ponti, A; Candelieri, A; Archetti, F
Lost in Optimization of Water Distribution Systems: Better Call Bayes
2022 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
Explaining Exploration–Exploitation in Humans
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
Network Vulnerability Analysis in Wasserstein Spaces
2022 Ponti, A; Irpino, A; Candelieri, A; Bosio, A; Giordani, I; 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
Distributional learning in multi-objective optimization of recommender systems
2023 Candelieri, A; Ponti, A; Giordani, I; Bosio, A; Archetti, F
Intrusion Detection in Networks by Wasserstein Enabled Many-Objective Evolutionary Algorithms
2023 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
Generative Models via Optimal Transport and Gaussian Processes
2023 Candelieri, A; Ponti, A; Archetti, F