Alessandro Nuara

According to our database, Alessandro Nuara authored at least 14 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Dynamic Pricing with Volume Discounts in Online Settings.

Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Safe Online Bid Optimization with Return-On-Investment and Budget Constraints subject to Uncertainty.

Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trovò, Nicola Gatti

CoRR, 2022

Online joint bid/daily budget optimization of Internet advertising campaigns.

Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

Artif. Intell., 2022

Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits.

Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Machine learning algorithms for the optimization of internet advertising campaigns.

Alessandro Nuara

PhD thesis, 2021

Gaussian Approximation for Bias Reduction in Q-Learning.

Carlo D'Eramo, Andrea Cini, Alessandro Nuara, Matteo Pirotta, Cesare Alippi, Jan Peters, Marcello Restelli

J. Mach. Learn. Res., 2021

2020

A privacy-preserving tests optimization algorithm for epidemics containment.

Alessandro Nuara, Francesco Trovò, Nicola Gatti

CoRR, 2020

Driving Exploration by Maximum Distribution in Gaussian Process Bandits.

Alessandro Nuara, Francesco Trovò, Dominic Crippa, Nicola Gatti, Marcello Restelli

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization.

Alessandro Nuara, Nicola Sosio, Francesco Trovò, Maria Chiara Zaccardi, Nicola Gatti, Marcello Restelli

Proceedings of the World Wide Web Conference, 2019

2018

Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback.

Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns.

Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Exploiting structure and uncertainty of Bellman updates in Markov decision processes.

Davide Tateo, Carlo D'Eramo, Alessandro Nuara, Marcello Restelli, Andrea Bonarini

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems.

Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Estimating Maximum Expected Value through Gaussian Approximation.

Carlo D'Eramo, Marcello Restelli, Alessandro Nuara

Proceedings of the 33nd International Conference on Machine Learning, 2016