PEREGO, RICCARDO
PEREGO, RICCARDO
DIPARTIMENTO DI INFORMATICA, SISTEMISTICA E COMUNICAZIONE
AutoTinyML for microcontrollers: Dealing with black-box deployability
2022 Perego, R; Candelieri, A; Archetti, F; Pau, D
Automated Deep Learning through Constrained Bayesian Optimization
2021 Perego, R
Green machine learning via augmented Gaussian processes and multi-information source optimization
2021 Candelieri, A; Perego, R; Archetti, F
Learning Enabled Constrained Black-Box Optimization
2021 Archetti, F; Candelieri, A; Galuzzi, B; Perego, R
Are Humans Bayesian in the Optimization of Black-Box Functions?
2020 Candelieri, A; Perego, R; Giordani, I; Archetti, F
Bayesian Optimization for Recommender System
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Composition of kernel and acquisition functions for high dimensional bayesian optimization
2020 Candelieri, A; Giordani, I; Perego, R; Archetti, F
Energy Efficient Hyperparameters Tuning through Augmented Gaussian Processes and Multi-information Source optimization
2020 Candelieri, A; Archetti, F; Ponti, A; Perego, R
Hyperparameter optimization for recommender systems through Bayesian optimization
2020 Galuzzi, B; Giordani, I; Candelieri, A; Perego, R; Archetti, F
Modelling human active search in optimizing black-box functions
2020 Candelieri, A; Perego, R; Giordani, I; Ponti, A; 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
Safe global optimization of expensive noisy black-box functions in the delta-Lipschitz framework
2020 Sergeyev, Y; Candelieri, A; Kvasov, D; Perego, R
Tuning Deep Neural Network’s Hyperparameters Constrained to Deployability on Tiny Systems
2020 Perego, R; Candelieri, A; Archetti, F; Pau, D
Business information systems for the cost/energy management of water distribution networks: a critical appraisal of alternative optimization strategies
2019 Candelieri, A; Galuzzi, B; Giordani, I; Perego, R; Archetti, F
Intelligent pump scheduling optimization in water distribution networks
2019 Candelieri, A; Perego, R; Archetti, F
Bayesian Optimization for Full Waveform Inversion
2018 Galuzzi, B; Perego, R; Candelieri, A; Archetti, F
Bayesian optimization of pump operations in water distribution systems
2018 Candelieri, A; Perego, R; Archetti, F
Stochastic optimization for feasibility determination: an application to water pump operation in water distribution network
2018 Tsai, Y; Pedrielli, G; Mathesen, L; Zabinsky, Z; Huang, H; Candelieri, A; Perego, R