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Alessandro Nuara
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A combinatorial-bandit algorithm for the online joint bid/budget optimization of pay-per-click advertising campaigns
A Nuara, F Trovo, N Gatti, M Restelli
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
672018
Estimating the Maximum Expected Value through Gaussian Approximation
C D’Eramo, A Nuara, M Restelli
Proceedings of The 33rd International Conference on Machine Learning, 1032-1040, 2016
482016
Online joint bid/daily budget optimization of internet advertising campaigns
A Nuara, F Trov˛, N Gatti, M Restelli
Artificial Intelligence 305, 103663, 2022
382022
Estimating the maximum expected value in continuous reinforcement learning problems
C D'Eramo, A Nuara, M Pirotta, M Restelli
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
242017
Dealing with interdependencies and uncertainty in multi-channel advertising campaigns optimization
A Nuara, N Sosio, F Trov├, MC Zaccardi, N Gatti, M Restelli
The World Wide Web Conference, 1376-1386, 2019
222019
Targeting optimization for internet advertising by learning from logged bandit feedback
M Gasparini, A Nuara, F Trov˛, N Gatti, M Restelli
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
192018
Internet advertising for non-stationary environments
EM Italia, A Nuara, F Trov˛, M Restelli, N Gatti, E Dellavalle
Proceedings of the International Workshop on Agent-Mediated Electronicá…, 2017
132017
Pricing the long tail by explainable product aggregation and monotonic bandits
M Mussi, G Genalti, F Trov˛, A Nuara, N Gatti, M Restelli
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery andá…, 2022
102022
Driving exploration by maximum distribution in gaussian process bandits
A Nuara, F Trov˛, D Crippa, N Gatti, M Restelli
Proceedings of the 19th International Conference on Autonomous Agents andá…, 2020
82020
When gaussian processes meet combinatorial bandits: Gcb
GM Accabi, F Trovo, A Nuara, N Gatti, M Restelli
14th European Workshop on Reinforcement Learning, 1-11, 2018
82018
Safe online bid optimization with return-on-investment and budget constraints subject to uncertainty
M Castiglioni, A Nuara, G Romano, G Spadaro, F Trov˛, N Gatti
arXiv preprint arXiv:2201.07139, 2022
72022
Dynamic pricing with volume discounts in online settings
M Mussi, G Genalti, A Nuara, F Trovˇ, M Restelli, N Gatti
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15560á…, 2023
42023
Gaussian approximation for bias reduction in Q-learning
C D'Eramo, A Cini, A Nuara, M Pirotta, C Alippi, J Peters, M Restelli
Journal of Machine Learning Research 22 (277), 1-51, 2021
42021
The EU-funded I3LUNG Project: integrative science, intelligent data platform for individualized LUNG cancer care with immunotherapy
A Prelaj, M Ganzinelli, LC Roisman, ALG Pedrocchi, S Kosta, M Restelli, ...
Clinical Lung Cancer 24 (4), 381-387, 2023
32023
Exploiting structure and uncertainty of Bellman updates in Markov decision processes
D Tateo, C D'Eramo, A Nuara, M Restelli, A Bonarini
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017
22017
A privacy-preserving tests optimization algorithm for epidemics containment
A Nuara, F Trov˛, N Gatti
arXiv preprint arXiv:2006.15977, 2020
12020
Dynamic Pricing with Online Data Aggregation and Learning
G Genalti, M Mussi, A Nuara, N Gatti
2022
Machine learning algorithms for the optimization of internet advertising campaigns
A Nuara
Italy, 2021
2021
IDIL: Exploiting Interdependence to Optimize Multi-Channel Advertising Campaigns
A Nuara, N Sosio, F Trov˛, MC Zaccardi, N Gatti, M Restelli
Proceedings of the Games, Agents and Incentives Workshops, 1-9, 2019
2019
Online Joint Bid/Budget Optimization of Pay-per-click Advertising Campaigns
A Nuara, F Trov˛, N Gatti, M Restelli
Proceedings of the 16th European Conference on Multi-Agent Systems, 1-15, 2018
2018
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