| 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 | 87 | 2012 |
| 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 | 58 | 2018 |
| Sliding-Window Thompson Sampling for Non-Stationary Settings F Trovò, S Paladino, M Restelli, N Gatti Journal of Artificial Intelligence Research 68, 311-364, 2020 | 37 | 2020 |
| 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 | 33 | 2014 |
| 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 | 33 | 2013 |
| Unimodal Thompson Sampling for Graph-Structured Arms S Paladino, F Trovò, M Restelli, N Gatti International Conference on Artificial Intelligence (AAAI), 2457-2463, 2017 | 31 | 2017 |
| 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 | 29 | 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 | 29 | 2016 |
| Online joint bid/daily budget optimization of internet advertising campaigns A Nuara, F Trovò, N Gatti, M Restelli Artificial Intelligence 305, 103663, 2022 | 22 | 2022 |
| Multi-armed bandit for pricing F Trovò, S Paladino, M Restelli, N Gatti 12th European Workshop on Reinforcement Learning (EWRL). https://ewrl …, 2015 | 21 | 2015 |
| Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization A Nuara, N Sosio, F Trovò, MC Zaccardi, N Gatti, M Restelli The Web Conference (WWW), 1376-1386, 2019 | 20 | 2019 |
| 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 | 19 | 2018 |
| Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces A Marchesi, F Trovò, N Gatti International Conference on Autonomous Agents and MultiAgent Systems (AAMAS …, 2020 | 17 | 2020 |
| 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 | 16 | 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 | 12 | 2017 |
| 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 | 12 | 2016 |
| 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 | 12 | 2012 |
| 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 | 10 | 2017 |
| Machine Learning Using Real-World and Translational Data to Improve Treatment Selection for NSCLC Patients Treated with Immunotherapy A Prelaj, M Boeri, A Robuschi, R Ferrara, C Proto, G Lo Russo, G Galli, ... Cancers 14 (2), 435, 2022 | 9 | 2022 |
| Exploiting Opponents Under Utility Constraints in Sequential Games M Bernasconi-de-Luca, F Cacciamani, S Fioravanti, N Gatti, A Marchesi, ... Advances in Neural Information Processing Systems (NeurIPS) 34, 2021 | 9 | 2021 |
Nicola GattiPolitecnico di MilanoVerified email at elet.polimi.it
