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Giorgia Ramponi
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Year
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
662018
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
232020
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
232019
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
132018
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 (9), 2541-2576, 2021
122021
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
122019
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
122018
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
8*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
82020
Newton Optimization on Helmholtz Decomposition for Continuous Games
G Ramponi, M Restelli
arXiv preprint arXiv:2007.07804, 2020
8*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
82020
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
62016
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
52019
Controlled Text Generation with Adversarial Learning
F Betti, G Ramponi, M Piccardi
Proceedings of the 13th International Conference on Natural Language …, 2020
42020
Provably efficient learning of transferable rewards
AM Metelli, G Ramponi, A Concetti, M Restelli
International Conference on Machine Learning, 7665-7676, 2021
32021
Learning in Markov Games: can we exploit a general-sum opponent?
G Ramponi, M Restelli
The 38th Conference on Uncertainty in Artificial Intelligence, 2022
22022
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
12022
Learning in the Presence of Multiple Agents
G Ramponi
Special Topics in Information Technology, 93-103, 2023
2023
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
A Terpin, N Lanzetti, B Yardim, F Dörfler, G Ramponi
arXiv preprint arXiv:2210.11137, 2022
2022
Do you pay for Privacy in Online learning?
A Sanyal, G Ramponi
Conference on Learning Theory, 5633-5637, 2022
2022
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