Gabriele Tolomei

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Fabrizio SilvestriSapienza, University of RomeVerified email at uniroma1.it
Salvatore OrlandoProfessor of Computer Science, Università Ca' Foscari Venezia, ItalyVerified email at unive.it
Claudio LuccheseFull Professor, Ca' Foscari University of VeniceVerified email at unive.it
Mounia LalmasSpotifyVerified email at acm.org
Stefano CalzavaraUniversità Ca' Foscari VeneziaVerified email at unive.it
Vittorio MioriCNR -- National Research Council of ItalyVerified email at isti.cnr.it
Raffaele PeregoResearch Director, ISTI-CNRVerified email at isti.cnr.it
Mauro ContiIEEE Fellow - Prof. @ University of Padua - Affiliate Prof. @ TU Delft/UW SeattleVerified email at math.unipd.it
Ziheng ChenStony Brook UniversityVerified email at stonybrook.edu
Jia Wang (王佳)Assistant Professor, Xi'an Jiaotong-Liverpool UniversityVerified email at xjtlu.edu.cn
Hongshik AhnDepartment of Applied Mathematics and Statistics, Stony Brook UniversityVerified email at stonybrook.edu
Franco Maria NardiniSenior Researcher, ISTI-CNR, Pisa, ItalyVerified email at isti.cnr.it
Michele BugliesiProfessor of Computer Science, Universita' Ca' Foscari VeneziaVerified email at unive.it
Fabio PinelliAssociate Professor, IMT LuccaVerified email at imtlucca.it
Edoardo GabrielliSapienza University of RomeVerified email at uniroma1.it
He ZhuRutgers UniversityVerified email at rutgers.edu
Diego CeccarelliBloombergVerified email at bloomberg.net
Alessio FerrariResearch Scientist, ISTI CNRVerified email at isti.cnr.it
Alvise Rabittisecurity researcher, Università Ca'Foscari VeneziaVerified email at unive.it
Riccardo FocardiDAIS, Ca' Foscari University, VeniceVerified email at unive.it

Gabriele Tolomei

Associate Professor of Computer Science at Sapienza University of Rome

Verified email at di.uniroma1.it - Homepage

Machine Learning Adversarial Learning Federated Learning Explainable Artificial Intelligence Web Search and Advertising


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Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking G Tolomei, F Silvestri, A Haines, M Lalmas Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017	275	2017
Identifying task-based sessions in search engine query logs C Lucchese, S Orlando, R Perego, F Silvestri, G Tolomei Proceedings of the fourth ACM international conference on Web search and …, 2011	186	2011
Advertising in the iot era: Vision and challenges H Aksu, L Babun, M Conti, G Tolomei, AS Uluagac IEEE Communications Magazine 56 (11), 138-144, 2018	168	2018
Cf-gnnexplainer: Counterfactual explanations for graph neural networks A Lucic, MA Ter Hoeve, G Tolomei, M De Rijke, F Silvestri International Conference on Artificial Intelligence and Statistics, 4499-4511, 2022	167	2022
An open standard solution for domotic interoperability V Miori, L Tarrini, M Manca, G Tolomei IEEE Transactions on Consumer Electronics 52 (1), 97-103, 2006	127	2006
Discovering tasks from search engine query logs C Lucchese, S Orlando, R Perego, F Silvestri, G Tolomei ACM Transactions on Information Systems (TOIS) 31 (3), 1-43, 2013	74	2013
Treant: training evasion-aware decision trees S Calzavara, C Lucchese, G Tolomei, SA Abebe, S Orlando Data Mining and Knowledge Discovery 34 (5), 1390-1420, 2020	55	2020
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities S Calzavara, M Conti, R Focardi, A Rabitti, G Tolomei 2019 IEEE European Symposium on Security and Privacy (EuroS&P), 528-543, 2019	52	2019
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models Z Chen, F Silvestri, J Wang, H Zhu, H Ahn, G Tolomei Proceedings of the 31st ACM International Conference on Information …, 2022	46*	2022
Generating actionable suggestions for improving user engagement with online advertisements M Trevisiol, G Tolomei, N Barbieri, M Lalmas, PM Sangal, F Silvestri US Patent 10,755,303, 2020	44	2020
Adversarial Training of Gradient-Boosted Decision Trees S Calzavara, C Lucchese, G Tolomei Proceedings of the 28th ACM International Conference on Information and …, 2019	39	2019
Promoting positive post-click experience for in-stream yahoo gemini users M Lalmas, J Lehmann, G Shaked, F Silvestri, G Tolomei Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	39	2015
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication S Calzavara, G Tolomei, M Bugliesi, S Orlando Proceedings of the 23rd international conference on World wide web, 189-200, 2014	39	2014
A supervised learning approach to protect client authentication on the web S Calzavara, G Tolomei, A Casini, M Bugliesi, S Orlando ACM Transactions on the Web (TWEB) 9 (3), 1-30, 2015	38	2015
Using clustering to improve the structure of natural language requirements documents A Ferrari, S Gnesi, G Tolomei Requirements Engineering: Foundation for Software Quality: 19th …, 2013	33	2013
Improving europeana search experience using query logs D Ceccarelli, S Gordea, C Lucchese, FM Nardini, G Tolomei International Conference on Theory and Practice of Digital Libraries, 384-395, 2011	31	2011
A Survey on Decentralized Federated Learning E Gabrielli, G Pica, G Tolomei arXiv preprint arXiv:2308.04604, 2023	27	2023
Turning Federated Learning Systems into Covert Channels G Costa, F Pinelli, S Soderi, G Tolomei IEEE Access, 2022	26*	2022
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations Z Chen, F Silvestri, J Wang, Y Zhang, Z Huang, H Ahn, G Tolomei arXiv preprint arXiv:2208.04222, 2022	25	2022
You must have clicked on this ad by mistake! Data-driven identification of accidental clicks on mobile ads with applications to advertiser cost discounting and click-through … G Tolomei, M Lalmas, A Farahat, A Haines International Journal of Data Science and Analytics 7 (1), 53-66, 2019	24	2019

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