A truthful learning mechanism for contextual multi-slot sponsored search auctions with externalities N Gatti, A Lazaric, F Trovò EC '12: Proceedings of the 13th ACM Conference on Electronic Commerce, 605-622, 2012 | 55 | 2012 |
Adaptive and flexible smartphone power modeling AA Nacci, F Trovò, F Maggi, M Ferroni, A Cazzola, D Sciuto, ... Mobile Networks and Applications 18 (5), 600-609, 2013 | 30 | 2013 |
A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks C Alippi, M Roveri, F Trovò Neural Networks and Learning Systems, IEEE Transaction on 25 (6), 1021-1032, 2014 | 28 | 2014 |
Truthful learning mechanisms for multi-slot sponsored search auctions with externalities N Gatti, A Lazaric, M Rocco, F Trovò Artificial Intelligence 227, 93-139, 2015 | 25 | 2015 |
A Combinatorial-Bandit Algorithm for the Online Joint Bid / Budget Optimization of Pay-per-Click Advertising Campaigns A Nuara, F Trovò, N Gatti, M Restelli In the Proceedings of the Conference on Artificial Intelligence (AAAI), 2379 …, 2018 | 21 | 2018 |
Budgeted Multi-Armed Bandit in Continuous Action Space F Trovò, S Paladino, M Restelli, N Gatti Frontiers in Artificial Intelligence and Applications (Proceedings of the …, 2016 | 19 | 2016 |
Unimodal Thompson Sampling for Graph-Structured Arms S Paladino, F Trovò, M Restelli, N Gatti International Conference on Artificial Intelligence (AAAI), 2457-2463, 2017 | 18 | 2017 |
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback M Gasparini, A Nuara, F Trovò, N Gatti, M Restelli In the Proceedings of the Interenational Joint Conference on Neural Networks …, 2018 | 12 | 2018 |
Improving multi-armed bandit algorithms in online pricing settings F Trovò, S Paladino, M Restelli, N Gatti International Journal of Approximate Reasoning 98, 196--235, 2018 | 11 | 2018 |
A "Learning from Models" Cognitive Fault Diagnosis System C Alippi, M Roveri, F Trovò Artificial Neural Networks and Machine Learning -- ICANN 2012, LNCS 7553 …, 2012 | 11 | 2012 |
Regret Minimization Algorithms for the Follower’s Behaviour Identification in Leadership Games L Bisi, G De Nittis, F Trovò, M Restelli, N Gatti In the Proceedings of the Conference on Uncertainty in Artificial …, 2017 | 10 | 2017 |
Multi-armed bandit for pricing F Trovò, S Paladino, M Restelli, N Gatti 12th European Workshop on Reinforcement Learning (EWRL). https://ewrl …, 2015 | 10 | 2015 |
Model-vs. data-based approaches applied to fault diagnosis in potable water supply networks MÀ Cugueró-Escofet, J Quevedo, C Alippi, M Roveri, V Puig, D García, ... Journal of Hydroinformatics 18 (5), 831-850, 2016 | 9 | 2016 |
An Ensemble Approach for Cognitive Fault Detection and Isolation in Sensor Networks M Roveri, F Trovò International Journal of Neural Systems 27 (3), 1-16, 2017 | 8 | 2017 |
Internet advertising for non-stationary environments EM Italia, A Nuara, F Trovò, M Restelli, N Gatti, E Dellavalle International Workshop on Agent-Mediated Electronic Commerce, 1-15, 2017 | 8 | 2017 |
Learning Causal Dependencies to Detect and Diagnose Faults in Sensor Networks C Alippi, M Roveri, F Trovò 2014 IEEE Symposium on Intelligent Embedded Systems (IES), 34-41, 2015 | 8 | 2015 |
On power and energy consumption modeling for smart mobile devices M Ferroni, A Cazzola, F Trovò, D Sciuto, MD Santambrogio 12th IEEE International Conference on Embedded and Ubiquitous Computing (EUC …, 2014 | 8 | 2014 |
Machine Learning Techniques for Stackelberg Security Games: a Survey G De Nittis, F Trovò arXiv preprint arXiv:1609.09341, 2016 | 6 | 2016 |
An ensemble of hmms for cognitive fault detection in distributed sensor networks M Roveri, F Trovò In the Proceedings of the International Conference on Artificial …, 2014 | 6 | 2014 |
Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces A Marchesi, F Trovò, N Gatti Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 5 | 2020 |