Riccardo Perego

According to our database1, Riccardo Perego authored at least 12 papers between 2018 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Green machine learning via augmented Gaussian processes and multi-information source optimization.
Soft Comput., 2021

2020
Safe global optimization of expensive noisy black-box functions in the δ-Lipschitz framework.
Soft Comput., 2020

Modelling human active search in optimizing black-box functions.
Soft Comput., 2020

Hyperparameter optimization for recommender systems through Bayesian optimization.
Comput. Manag. Sci., 2020

Composition of Kernel and Acquisition Functions for High Dimensional Bayesian Optimization.
Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
Bayesian Optimization for Recommender System.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Are Humans Bayesian in the Optimization of Black-Box Functions?
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks.
Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018
Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network.
Proceedings of the 2018 Winter Simulation Conference, 2018

Intelligent Pump Scheduling Optimization in Water Distribution Networks.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies.
Proceedings of the Business Information Systems Workshops, 2018


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