Riccardo Perego

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 17

Top Topics

Water Distribution Networks

Top Venues

Publications

Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
AutoTinyML for microcontrollers: Dealing with black-box deployability. Expert Syst. Appl. 207 (2022)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Green machine learning via augmented Gaussian processes and multi-information source optimization. Soft Comput. 25 (19) (2021)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Modelling human active search in optimizing black-box functions. Soft Comput. 24 (23) (2020)
Yaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego
Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework. Soft Comput. 24 (23) (2020)
Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
Hyperparameter optimization for recommender systems through Bayesian optimization. Comput. Manag. Sci. 17 (4) (2020)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization. CoRR (2020)
Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. ICANN (2) (2020)
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. CoRR (2020)
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization. LION (2020)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Modelling Human Active Search in Optimizing Black-box Functions. CoRR (2020)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks. LION (2019)
Yaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego
Safe global optimization of expensive noisy black-box functions in the $δ$-Lipschitz framework. CoRR (2019)
Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
Bayesian Optimization for Recommender System. WCGO (2019)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti
Are Humans Bayesian in the Optimization of Black-Box Functions? NUMTA (2) (2019)
Yi-An Tsai, Giulia Pedrielli, Logan Mathesen, Zelda B. Zabinsky, Hao Huang, Antonio Candelieri, Riccardo Perego
Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network. WSC (2018)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies. BIS (Workshops) (2018)
Antonio Candelieri, Riccardo Perego, Francesco Archetti
Intelligent Pump Scheduling Optimization in Water Distribution Networks. LION (2018)