Riccardo Perego

17 papers Misc 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
AutoTinyML for microcontrollers: Dealing with black-box deployability.
Expert Syst. Appl.
Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
2021 J jnl
Green machine learning via augmented Gaussian processes and multi-information source optimization.
Soft Comput.
Antonio Candelieri, Riccardo Perego, Francesco Archetti
2020 — conf
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization.
LION
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2020 J jnl
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization.
CoRR
Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2020 J jnl
Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization.
CoRR
Antonio Candelieri, Riccardo Perego, Francesco Archetti
2020 J jnl
Hyperparameter optimization for recommender systems through Bayesian optimization.
Comput. Manag. Sci.
Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
2020 J jnl
Modelling Human Active Search in Optimizing Black-box Functions.
CoRR
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
2020 J jnl
Modelling human active search in optimizing black-box functions.
Soft Comput.
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
2020 J jnl
Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework.
Soft Comput.
Yaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego
2020 — conf
Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems.
ICANN (2)
Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau
2019 — conf
Are Humans Bayesian in the Optimization of Black-Box Functions?
NUMTA (2)
Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Francesco Archetti
2019 — conf
Bayesian Optimization for Recommender System.
WCGO
Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti
2019 — conf
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
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2019 J jnl
Safe global optimization of expensive noisy black-box functions in the $δ$-Lipschitz framework.
CoRR
Yaroslav D. Sergeyev, Antonio Candelieri, Dmitri E. Kvasov, Riccardo Perego
2018 — conf
Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies.
BIS (Workshops)
Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti
2018 — conf
Intelligent Pump Scheduling Optimization in Water Distribution Networks.
LION
Antonio Candelieri, Riccardo Perego, Francesco Archetti
2018 Misc conf
Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network.
WSC
Yi-An Tsai, Giulia Pedrielli, Logan Mathesen, Zelda B. Zabinsky, Hao Huang, Antonio Candelieri, Riccardo Perego