Gabriele Tolomei

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 39

Top Topics

Neighborhood Search

Machine Learning

Top Venues

IEEE Trans. Artif. Intell.

Publications

Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
Sparse Vicious Attacks on Graph Neural Networks. IEEE Trans. Artif. Intell. 5 (5) (2024)
Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
∇ τ: Gradient-based and Task-Agnostic machine Unlearning. CoRR (2024)
Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei
Evading Community Detection via Counterfactual Neighborhood Search. KDD (2024)
Ziheng Chen, Jia Wang, Jun Zhuang, Abbavaram Gowtham Reddy, Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, Gabriele Tolomei
Debiasing Machine Unlearning with Counterfactual Examples. CoRR (2024)
Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent. IEEE Trans. Artif. Intell. 5 (4) (2024)
Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CogMI (2023)
Gabriele Tolomei, Edoardo Gabrielli, Dimitri Belli, Vittorio Miori
A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates. CoRR (2023)
Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini
FLIRT: Federated Learning for Information Retrieval. SIGIR (2023)
Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. CoRR (2023)
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. CoRR (2023)
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. SIGIR (2023)
Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning. CoRR (2023)
Edoardo Gabrielli, Giovanni Pica, Gabriele Tolomei
A Survey on Decentralized Federated Learning. CoRR (2023)
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations. CoRR (2022)
Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri
Editorial: Human-Interpretable Machine Learning. Frontiers Big Data 5 (2022)
Dimitri Belli, Paolo Barsocchi, Edoardo Gabrielli, Davide La Rosa, Vittorio Miori, Filippo Palumbo, Dario Russo, Gabriele Tolomei
ChAALenge: An Ambient Assisted Living Project to Promote an Active and Health Ageing. AIxAS@AI*IA (2022)
Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei
Sparse Vicious Attacks on Graph Neural Networks. CoRR (2022)
Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. CIKM (2022)
Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. IJCNN (2022)
Enrico Bassetti, Andrea Conti, Emanuele Panizzi, Gabriele Tolomei
ISIDE: Proactively Assist University Students at Risk of Dropout. Big Data (2022)
Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei
Turning Federated Learning Systems Into Covert Channels. IEEE Access 10 (2022)
Ana Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. AISTATS (2022)
Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction. CoRR (2022)
Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. CoRR (2021)
Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn
ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models. CoRR (2021)
Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei
Covert Channel Attack to Federated Learning Systems. CoRR (2021)
Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. CoRR (2021)
Gabriele Tolomei, Fabrizio Silvestri
Generating Actionable Interpretations from Ensembles of Decision Trees. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Stefano Calzavara, Mauro Conti, Riccardo Focardi, Alvise Rabitti, Gabriele Tolomei
Machine Learning for Web Vulnerability Detection: The Case of Cross-Site Request Forgery. IEEE Secur. Priv. 18 (3) (2020)
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando
Treant: training evasion-aware decision trees. Data Min. Knowl. Discov. 34 (5) (2020)
Stefano Calzavara, Mauro Conti, Riccardo Focardi, Alvise Rabitti, Gabriele Tolomei
Mitch: A Machine Learning Approach to the Black-Box Detection of CSRF Vulnerabilities. EuroS&P (2019)
Gabriele Tolomei, Mounia Lalmas, Ayman Farahat, Andrew Haines
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. 7 (1) (2019)
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei
Adversarial Training of Gradient-Boosted Decision Trees. CIKM (2019)
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando
Treant: Training Evasion-Aware Decision Trees. CoRR (2019)
Hidayet Aksu, Leonardo Babun, Mauro Conti, Gabriele Tolomei, A. Selcuk Uluagac
Advertising in the IoT Era: Vision and Challenges. IEEE Commun. Mag. 56 (11) (2018)
Hidayet Aksu, Leonardo Babun, Mauro Conti, Gabriele Tolomei, A. Selcuk Uluagac
Advertising in the IoT Era: Vision and Challenges. CoRR (2018)
Mauro Conti, Ankit Gangwal, Sarada Prasad Gochhayat, Gabriele Tolomei
Spot the Difference: Your Bucket is Leaking : A Novel Methodology to Expose A/B Testing Effortlessly. CNS (2018)
Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking. KDD (2017)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei
Learning to Rank User Queries to Detect Search Tasks. ICTIR (2016)
Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei
Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. KDD (2015)
Stefano Calzavara, Gabriele Tolomei, Andrea Casini, Michele Bugliesi, Salvatore Orlando
A Supervised Learning Approach to Protect Client Authentication on the Web. ACM Trans. Web 9 (3) (2015)
Stefano Calzavara, Gabriele Tolomei, Michele Bugliesi, Salvatore Orlando
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. WWW (2014)
Gabriele Tolomei, Salvatore Orlando, Diego Ceccarelli, Claudio Lucchese
Twitter anticipates bursts of requests for Wikipedia articles. DUBMOD@CIKM (2013)
Federica Giummolè, Salvatore Orlando, Gabriele Tolomei
Trending Topics on Twitter Improve the Prediction of Google Hot Queries. SocialCom (2013)
Salvatore Orlando, Francesco Pizzolon, Gabriele Tolomei
SEED: a framework for extracting social events from press news. WWW (Companion Volume) (2013)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Modeling and predicting the task-by-task behavior of search engine users. OAIR (2013)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. 31 (3) (2013)
Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei
Using Clustering to Improve the Structure of Natural Language Requirements Documents. REFSQ (2013)
Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei
A clustering-based approach for discovering flaws in requirements specifications. SAC (2012)
Elia Bruni, Alessio Ferrari, Norbert Seyff, Gabriele Tolomei
Automatic Analysis of Multimodal Requirements: A Research Preview. REFSQ (2012)
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Gabriele Tolomei
Improving Europeana Search Experience Using Query Logs. TPDL (2011)
Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Gabriele Tolomei
Discovering Europeana Users' Search Behavior. ERCIM News 2011 (86) (2011)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Identifying task-based sessions in search engine query logs. WSDM (2011)
Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei
Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops (2010)
Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri
Towards a task-based search and recommender systems. ICDE Workshops (2010)
Matteo Mordacchini, Patrizio Dazzi, Gabriele Tolomei, Ranieri Baraglia, Fabrizio Silvestri, Salvatore Orlando
Challenges in designing an interest-based distributed aggregation of users in P2P systems. ICUMT (2009)
Gabriele Tolomei
Search the web x.0: mining and recommending web-mediated processes. RecSys (2009)
Domenico Laforenza, Franco Maria Nardini, Fabrizio Silvestri, Gabriele Tolomei
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience. ERCIM News 2008 (74) (2008)
Vittorio Miori, Luca Tarrini, Maurizio Manca, Gabriele Tolomei
An open standard solution for domotic interoperability. IEEE Trans. Consumer Electron. 52 (1) (2006)