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Riccardo Perego
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2020 – today
- 2022
- [j5]Riccardo Perego
, Antonio Candelieri
AutoTinyML for microcontrollers: Dealing with black-box deployability. Expert Syst. Appl. 207: 117876 (2022) - 2021
- [j4]Antonio Candelieri, Riccardo Perego, Francesco Archetti:
Green machine learning via augmented Gaussian processes and multi-information source optimization. Soft Comput. 25(19): 12591-12603 (2021) - 2020
- [j3]Bruno G. Galuzzi
Hyperparameter optimization for recommender systems through Bayesian optimization. Comput. Manag. Sci. 17(4): 495-515 (2020) - [j2]Yaroslav D. Sergeyev
Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework. Soft Comput. 24(23): 17715-17735 (2020) - [j1]Antonio Candelieri
Modelling human active search in optimizing black-box functions. Soft Comput. 24(23): 17771-17785 (2020) - [c8]Riccardo Perego
Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. ICANN (2) 2020: 92-103 - [c7]Antonio Candelieri
Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization. LION 2020: 316-323 - [i4]Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti:
Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization. CoRR abs/2003.04207 (2020) - [i3]Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti:
Modelling Human Active Search in Optimizing Black-box Functions. CoRR abs/2003.04275 (2020) - [i2]Antonio Candelieri, Riccardo Perego, Francesco Archetti:
Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization. CoRR abs/2006.14233 (2020)
2010 – 2019
- 2019
- [c6]Antonio Candelieri
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: 77-93 - [c5]Antonio Candelieri
Are Humans Bayesian in the Optimization of Black-Box Functions? NUMTA (2) 2019: 32-42 - [c4]Bruno Giovanni Galuzzi
Bayesian Optimization for Recommender System. WCGO 2019: 751-760 - [i1]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 abs/1908.06010 (2019) - 2018
- [c3]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: 3-13 - [c2]Antonio Candelieri, Riccardo Perego, Francesco Archetti:
Intelligent Pump Scheduling Optimization in Water Distribution Networks. LION 2018: 352-369 - [c1]Yi-An Tsai, Giulia Pedrielli
Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network. WSC 2018: 1945-1956
Coauthor Index
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