Sfoglia per Autore
Green machine learning via augmented Gaussian processes and multi-information source optimization
2021 Candelieri, A; Perego, R; Archetti, F
Sparsifying to optimize over multiple information sources: an augmented Gaussian process based algorithm
2021 Candelieri, A; Archetti, F
Data efficient learning of implicit control strategies in Water Distribution Networks
2021 Candelieri, A; 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
Probabilistic measures of edge criticality in graphs: a study in water distribution networks
2021 Ponti, A; Candelieri, A; Giordani, I; Archetti, F
Learning Enabled Constrained Black-Box Optimization
2021 Archetti, F; Candelieri, A; Galuzzi, B; Perego, R
Optimal Sensor Placement by Distribution Based Multiobjective Evolutionary Optimization
2021 Ponti, A; Candelieri, A; Archetti, F
Risk aware optimization of water sensor placement
2021 Candelieri, A; Ponti, A; Archetti, F
Hyperparameter optimization for recommender systems through Bayesian optimization
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks
2020 Candelieri, A; Galuzzi, B; Giordani, I; Perego, R; Archetti, F
Optimal Scenario-Tree Selection for Multistage Stochastic Programming
2020 Archetti, F; Candelieri, A; Galuzzi, B; Messina, V
Bayesian Optimization for Recommender System
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Graph data base: An enabling technology for drug prescription patterns analysis
2020 Giordani, I; Archetti, F; Candelieri, A; Arosio, G; &, ; Mattina, R
Energy Efficient Hyperparameters Tuning through Augmented Gaussian Processes and Multi-information Source optimization
2020 Candelieri, A; Archetti, F; Ponti, A; Perego, R
Tuning Deep Neural Network’s Hyperparameters Constrained to Deployability on Tiny Systems
2020 Perego, R; Candelieri, A; Archetti, F; Pau, D
Learning optimal control of water distribution networks through sequential model-based optimization
2020 Candelieri, A; Galuzzi, B; Giordani, I; Archetti, F
Composition of kernel and acquisition functions for high dimensional bayesian optimization
2020 Candelieri, A; Giordani, I; Perego, R; Archetti, F
Are Humans Bayesian in the Optimization of Black-Box Functions?
2020 Candelieri, A; Perego, R; Giordani, I; Archetti, F
Modelling human active search in optimizing black-box functions
2020 Candelieri, A; Perego, R; Giordani, I; Ponti, A; Archetti, F
Global optimization in machine learning: the design of a predictive analytics application
2019 Candelieri, A; Archetti, F
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