Author

Ramponi G

ETH Zurich - Cited by 284 - Multi-Agent Learning - Reinforcement Learning - Machine Learning - Data Analysis

Biography

 Ramponi G is an Italian Professor at The University of Milan, Italy. His Internaltional experience include programs, contributions and participationsin different countries in diverse area of study. He is the editorial board member of Journal of Probiotics and Health and also a member of various associations.
Title
Cited by
Year
T-cgan: Conditional generative adversarial network for data augmentation in noisy time series with irregular sampling
G Ramponi, P Protopapas, M Brambilla, R JanssenarXiv preprint arXiv:1811.08295, 2018201
99
2018
Truly batch model-free inverse reinforcement learning about multiple intentions
G Ramponi, A Likmeta, AM Metelli, A Tirinzoni, M RestelliInternational conference on artificial intelligence and statistics, 2359-2369, 2020202
28
2020
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 RamponiProceedings of the International AAAI Conference on Web and Social Media 13 …, 2019201
24
2019
Content-based classification of political inclinations of Twitter users
M Di Giovanni, M Brambilla, S Ceri, F Daniel, G Ramponi2018 IEEE International Conference on Big Data (Big Data), 4321-4327, 2018201
17
2018
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 RestelliMachine Learning 110, 2541-2576, 2021202
17
2021
Iterative knowledge extraction from social networks
M Brambilla, S Ceri, F Daniel, M Di Giovanni, A Mauri, G RamponiCompanion Proceedings of the The Web Conference 2018, 1359-1364, 2018201
14
2018
Vocabulary-based community detection and characterization
G Ramponi, M Brambilla, S Ceri, F Daniel, M Di GiovanniProceedings of the 34th ACM/SIGAPP symposium on applied computing, 1043-1050, 2019201
12
2019
Content-based characterization of online social communities
G Ramponi, M Brambilla, S Ceri, F Daniel, M Di GiovanniInformation Processing & Management 57 (6), 2133, 2020202
10
2020
Inverse reinforcement learning from a gradient-based learner
G Ramponi, G Drappo, M RestelliAdvances in Neural Information Processing Systems 33, 2458-2468, 2020202
10
2020
Learning in Non-Cooperative Configurable Markov Decision Processes
G Ramponi, AM Metelli, A Concetti, M RestelliAdvances in Neural Information Processing Systems 34, 22808-22821, 20219202
9
2021
Provably efficient learning of transferable rewards
AM Metelli, G Ramponi, A Concetti, M RestelliInternational Conference on Machine Learning, 7665-7676, 2021202
8
2021
Newton Optimization on Helmholtz Decomposition for Continuous Games
G Ramponi, M RestelliarXiv preprint arXiv:2007.07804, 20208202
8
2020
JoyTag: a battery-less videogame controller exploiting RFID backscattering
G Maselli, M Piva, G Ramponi, D GanesanProceedings of the 22Nd Annual International Conference on Mobile Computing …, 20120
6
2016
Controlled Text Generation with Adversarial Learning
F Betti, G Ramponi, M PiccardiProceedings of the 13th International Conference on Natural Language …, 2020202
5
2020
Learning on streaming graphs with experience replay
M Perini, G Ramponi, P Carbone, V KalavriProceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 470-478, 2022202
5
2022
Assigning users to domains of interest based on content and network similarity with champion instances
M Gasparini, G Ramponi, M Brambilla, S CeriProceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019201
4
2019
Learning in Markov Games: can we exploit a general-sum opponent?
G Ramponi, M RestelliUncertainty in Artificial Intelligence, 1665-1675, 2022202
4
2022
Active exploration for inverse reinforcement learning
D Lindner, A Krause, G RamponiAdvances in Neural Information Processing Systems 5, 584-585, 2022202
3
2022
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
A Terpin, N Lanzetti, B Yardim, F Dorfler, G RamponiAdvances in Neural Information Processing Systems 35, 9786-9797, 2022202
1
2022

Referred From: https://scholar.google.com/citations?user=xbIAH5gAAAAJ&hl=it

Cited by
Citations 284
h-index 9
i10-index 9
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