Alessandro Nuara

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Advertising Campaigns

Reinforcement Learning Problems

Budget Constraints

Markov Decision Process

Top Venues

Publications

Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
Dynamic Pricing with Volume Discounts in Online Settings. AAAI (2023)
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Online joint bid/daily budget optimization of Internet advertising campaigns. Artif. Intell. 305 (2022)
Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trovò, Nicola Gatti
Safe Online Bid Optimization with Return-On-Investment and Budget Constraints subject to Uncertainty. CoRR (2022)
Marco Mussi, Gianmarco Genalti, Alessandro Nuara, Francesco Trovò, Marcello Restelli, Nicola Gatti
Dynamic Pricing with Volume Discounts in Online Settings. CoRR (2022)
Marco Mussi, Gianmarco Genalti, Francesco Trovò, Alessandro Nuara, Nicola Gatti, Marcello Restelli
Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits. KDD (2022)
Carlo D'Eramo, Andrea Cini, Alessandro Nuara, Matteo Pirotta, Cesare Alippi, Jan Peters, Marcello Restelli
Gaussian Approximation for Bias Reduction in Q-Learning. J. Mach. Learn. Res. 22 (2021)
Alessandro Nuara, Francesco Trovò, Nicola Gatti
A privacy-preserving tests optimization algorithm for epidemics containment. CoRR (2020)
Alessandro Nuara, Francesco Trovò, Dominic Crippa, Nicola Gatti, Marcello Restelli
Driving Exploration by Maximum Distribution in Gaussian Process Bandits. AAMAS (2020)
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Online Joint Bid/Daily Budget Optimization of Internet Advertising Campaigns. CoRR (2020)
Alessandro Nuara, Nicola Sosio, Francesco Trovò, Maria Chiara Zaccardi, Nicola Gatti, Marcello Restelli
Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization. WWW (2019)
Margherita Gasparini, Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback. IJCNN (2018)
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns. AAAI (2018)
Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli
Estimating the Maximum Expected Value in Continuous Reinforcement Learning Problems. AAAI (2017)
Davide Tateo, Carlo D'Eramo, Alessandro Nuara, Marcello Restelli, Andrea Bonarini
Exploiting structure and uncertainty of Bellman updates in Markov decision processes. SSCI (2017)
Carlo D'Eramo, Marcello Restelli, Alessandro Nuara
Estimating Maximum Expected Value through Gaussian Approximation. ICML (2016)