Gabriele Tolomei
Orcid: 0000-0001-7471-6659
According to our database1,
Gabriele Tolomei
authored at least 54 papers
between 2006 and 2024.
Collaborative distances:
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Timeline
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Bibliography
2024
IEEE Trans. Artif. Intell., May, 2024
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent.
IEEE Trans. Artif. Intell., April, 2024
CoRR, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
2023
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning.
CoRR, 2023
A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates.
CoRR, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models.
Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023
2022
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations.
CoRR, 2022
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
ChAALenge: An Ambient Assisted Living Project to Promote an Active and Health Ageing.
Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2022 co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), Udine (UD), Italy, November 28th, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models.
CoRR, 2021
2020
Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery.
IEEE Secur. Priv., 2020
2019
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 rate prediction.
Int. J. Data Sci. Anal., 2019
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities.
Proceedings of the IEEE European Symposium on Security and Privacy, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Spot the Difference: Your Bucket is Leaking : A Novel Methodology to Expose A/B Testing Effortlessly.
Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018
2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016
2015
ACM Trans. Web, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
2014
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication.
Proceedings of the 23rd International World Wide Web Conference, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013
Proceedings of the Open research Areas in Information Retrieval, 2013
Using Clustering to Improve the Structure of Natural Language Requirements Documents.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2013
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013
2012
Enhancing web search user experience : from document retrieval to task recommendation.
PhD thesis, 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2012
2011
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Proceedings of the Research and Advanced Technology for Digital Libraries, 2011
2010
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010
2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Challenges in designing an interest-based distributed aggregation of users in P2P systems.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009
2008
ERCIM News, 2008
2006
IEEE Trans. Consumer Electron., 2006