| T-cgan: Conditional generative adversarial network for data augmentation in noisy time series with irregular sampling G Ramponi, P Protopapas, M Brambilla, R Janssen arXiv preprint arXiv:1811.08295, 2018 | 150 | 2018 |
| Truly batch model-free inverse reinforcement learning about multiple intentions G Ramponi, A Likmeta, AM Metelli, A Tirinzoni, M Restelli International conference on artificial intelligence and statistics, 2359-2369, 2020 | 40 | 2020 |
| Provably efficient learning of transferable rewards AM Metelli, G Ramponi, A Concetti, M Restelli International Conference on Machine Learning, 7665-7676, 2021 | 34 | 2021 |
| News sharing user behaviour on twitter: A comprehensive data collection of news articles and social interactions G Brena, M Brambilla, S Ceri, M Di Giovanni, F Pierri, G Ramponi Proceedings of the International AAAI Conference on Web and Social Media 13 …, 2019 | 34 | 2019 |
| Active exploration for inverse reinforcement learning D Lindner, A Krause, G Ramponi Advances in Neural Information Processing Systems 35, 5843-5853, 2022 | 32 | 2022 |
| Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems A Likmeta, AM Metelli, G Ramponi, A Tirinzoni, M Giuliani, M Restelli Machine Learning 110, 2541-2576, 2021 | 31 | 2021 |
| Content-based classification of political inclinations of twitter users M Di Giovanni, M Brambilla, S Ceri, F Daniel, G Ramponi 2018 IEEE International Conference on Big Data (Big Data), 4321-4327, 2018 | 21 | 2018 |
| Learning on streaming graphs with experience replay M Perini, G Ramponi, P Carbone, V Kalavri Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 470-478, 2022 | 18 | 2022 |
| Learning in Non-Cooperative Configurable Markov Decision Processes G Ramponi, AM Metelli, A Concetti, M Restelli Advances in Neural Information Processing Systems 34, 22808-22821, 2021 | 18* | 2021 |
| Content-based characterization of online social communities G Ramponi, M Brambilla, S Ceri, F Daniel, M Di Giovanni Information Processing & Management 57 (6), 102133, 2020 | 16 | 2020 |
| Iterative knowledge extraction from social networks M Brambilla, S Ceri, F Daniel, M Di Giovanni, A Mauri, G Ramponi Companion Proceedings of the The Web Conference 2018, 1359-1364, 2018 | 16 | 2018 |
| Controlled Text Generation with Adversarial Learning F Betti, G Ramponi, M Piccardi Proceedings of the 13th International Conference on Natural Language …, 2020 | 15 | 2020 |
| Inverse reinforcement learning from a gradient-based learner G Ramponi, G Drappo, M Restelli Advances in Neural Information Processing Systems 33, 2458-2468, 2020 | 15 | 2020 |
| Vocabulary-based community detection and characterization G Ramponi, M Brambilla, S Ceri, F Daniel, M Di Giovanni Proceedings of the 34th ACM/SIGAPP symposium on applied computing, 1043-1050, 2019 | 15 | 2019 |
| Trust region policy optimization with optimal transport discrepancies: Duality and algorithm for continuous actions A Terpin, N Lanzetti, B Yardim, F Dorfler, G Ramponi Advances in Neural Information Processing Systems 35, 19786-19797, 2022 | 11 | 2022 |
| Newton Optimization on Helmholtz Decomposition for Continuous Games G Ramponi, M Restelli arXiv preprint arXiv:2007.07804, 2020 | 10* | 2020 |
| Provably learning nash policies in constrained markov potential games P Alatur, G Ramponi, N He, A Krause arXiv preprint arXiv:2306.07749, 2023 | 8 | 2023 |
| Learning in Markov Games: can we exploit a general-sum opponent? G Ramponi, M Restelli Uncertainty in Artificial Intelligence, 1665-1675, 2022 | 8 | 2022 |
| JoyTag: a battery-less videogame controller exploiting RFID backscattering G Maselli, M Piva, G Ramponi, D Ganesan Proceedings of the 22Nd Annual International Conference on Mobile Computing …, 2016 | 6 | 2016 |
| Assigning users to domains of interest based on content and network similarity with champion instances M Gasparini, G Ramponi, M Brambilla, S Ceri Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019 | 5 | 2019 |
Marcello RestelliAssociate Professor, Politecnico di MilanoVerified email at polimi.it
