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2020 – today
- 2024
[j12]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): 1443-1457 (2024)- [j11]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): 2293-2303 (2024) - [c29]Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei:
Evading Community Detection via Counterfactual Neighborhood Search. KDD 2024: 131-140 - [i18]Daniel Trippa, Cesare Campagnano, Maria Sofia Bucarelli, Gabriele Tolomei, Fabrizio Silvestri:
∇ τ: Gradient-based and Task-Agnostic machine Unlearning. CoRR abs/2403.14339 (2024) - [i17]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 abs/2404.15760 (2024) - 2023
- [c28]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: 128-134 - [c27]Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei:
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. SIGIR 2023: 2426-2430 - [c26]Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini:
FLIRT: Federated Learning for Information Retrieval. SIGIR 2023: 3472-3475 - [i16]Gabriele Tolomei, Edoardo Gabrielli, Dimitri Belli, Vittorio Miori:
A Byzantine-Resilient Aggregation Scheme for Federated Learning via Matrix Autoregression on Client Updates. CoRR abs/2303.16668 (2023) - [i15]Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Gabriele Tolomei:
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples. CoRR abs/2305.00574 (2023) - [i14]Edoardo Gabrielli, Giovanni Pica, Gabriele Tolomei:
A Survey on Decentralized Federated Learning. CoRR abs/2308.04604 (2023) - [i13]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 abs/2310.04875 (2023) - [i12]Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei:
Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning. CoRR abs/2310.08909 (2023) - 2022
- [j10]Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei:
Turning Federated Learning Systems Into Covert Channels. IEEE Access 10: 130642-130656 (2022) - [j9]Gabriele Tolomei, Fabio Pinelli, Fabrizio Silvestri:
Editorial: Human-Interpretable Machine Learning. Frontiers Big Data 5 (2022) - [c25]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: 42-58 - [c24]Ana Lucic, Maartje A. ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri:
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. AISTATS 2022: 4499-4511 - [c23]Enrico Bassetti, Andrea Conti, Emanuele Panizzi, Gabriele Tolomei:
ISIDE: Proactively Assist University Students at Risk of Dropout. IEEE Big Data 2022: 1776-1783 - [c22]Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei:
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. CIKM 2022: 252-261 - [c21]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: 1-17 - [i11]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 abs/2208.04222 (2022) - [i10]Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei:
Sparse Vicious Attacks on Graph Neural Networks. CoRR abs/2209.09688 (2022) - [i9]Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli:
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction. CoRR abs/2211.02177 (2022) - 2021
- [j8]Gabriele Tolomei, Fabrizio Silvestri:
Generating Actionable Interpretations from Ensembles of Decision Trees. IEEE Trans. Knowl. Data Eng. 33(4): 1540-1553 (2021) - [i8]Ana Lucic, Maartje ter Hoeve, Gabriele Tolomei, Maarten de Rijke, Fabrizio Silvestri:
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. CoRR abs/2102.03322 (2021) - [i7]Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei:
Covert Channel Attack to Federated Learning Systems. CoRR abs/2104.10561 (2021) - [i6]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 abs/2110.02775 (2021) - [i5]Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn:
ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models. CoRR abs/2110.11960 (2021) - 2020
- [j7]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: training evasion-aware decision trees. Data Min. Knowl. Discov. 34(5): 1390-1420 (2020) - [j6]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): 8-16 (2020)
2010 – 2019
- 2019
- [j5]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): 53-66 (2019) - [c20]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei:
Adversarial Training of Gradient-Boosted Decision Trees. CIKM 2019: 2429-2432 - [c19]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: 528-543 - [i4]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: Training Evasion-Aware Decision Trees. CoRR abs/1907.01197 (2019) - 2018
- [j4]Hidayet Aksu, Leonardo Babun, Mauro Conti, Gabriele Tolomei, A. Selcuk Uluagac:
Advertising in the IoT Era: Vision and Challenges. IEEE Commun. Mag. 56(11): 138-144 (2018) - [c18]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: 1-7 - [i3]Hidayet Aksu, Leonardo Babun, Mauro Conti, Gabriele Tolomei, A. Selcuk Uluagac:
Advertising in the IoT Era: Vision and Challenges. CoRR abs/1802.04102 (2018) - 2017
- [c17]Gabriele Tolomei, Fabrizio Silvestri, Andrew Haines, Mounia Lalmas:
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking. KDD 2017: 465-474 - 2016
- [c16]Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei:
Learning to Rank User Queries to Detect Search Tasks. ICTIR 2016: 157-166 - 2015
- [j3]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): 15:1-15:30 (2015) - [c15]Mounia Lalmas, Janette Lehmann, Guy Shaked, Fabrizio Silvestri, Gabriele Tolomei:
Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users. KDD 2015: 1929-1938 - 2014
- [c14]Stefano Calzavara, Gabriele Tolomei, Michele Bugliesi, Salvatore Orlando:
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication. WWW 2014: 189-200 - 2013
- [j2]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Discovering tasks from search engine query logs. ACM Trans. Inf. Syst. 31(3): 14 (2013) - [c13]Gabriele Tolomei, Salvatore Orlando, Diego Ceccarelli, Claudio Lucchese:
Twitter anticipates bursts of requests for Wikipedia articles. DUBMOD@CIKM 2013: 5-8 - [c12]Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei:
Using Clustering to Improve the Structure of Natural Language Requirements Documents. REFSQ 2013: 34-49 - [c11]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Modeling and predicting the task-by-task behavior of search engine users. OAIR 2013: 77-84 - [c10]Federica Giummolè, Salvatore Orlando, Gabriele Tolomei:
Trending Topics on Twitter Improve the Prediction of Google Hot Queries. SocialCom 2013: 39-44 - [c9]Salvatore Orlando, Francesco Pizzolon, Gabriele Tolomei:
SEED: a framework for extracting social events from press news. WWW (Companion Volume) 2013: 1285-1294 - 2012
- [b1]Gabriele Tolomei:
Enhancing web search user experience : from document retrieval to task recommendation. Ca' Foscari University of Venice, Italy, 2012 - [c8]Elia Bruni, Alessio Ferrari, Norbert Seyff, Gabriele Tolomei:
Automatic Analysis of Multimodal Requirements: A Research Preview. REFSQ 2012: 218-224 - [c7]Alessio Ferrari, Stefania Gnesi, Gabriele Tolomei:
A clustering-based approach for discovering flaws in requirements specifications. SAC 2012: 1043-1050 - 2011
- [c6]Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Gabriele Tolomei:
Improving Europeana Search Experience Using Query Logs. TPDL 2011: 384-395 - [c5]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Identifying task-based sessions in search engine query logs. WSDM 2011: 277-286 - [i2]Diego Ceccarelli, Sergiu Gordea, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Gabriele Tolomei:
Discovering Europeana Users' Search Behavior. ERCIM News 2011(86) (2011) - 2010
- [c4]Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Gabriele Tolomei:
Detecting Task-Based Query Sessions Using Collaborative Knowledge. Web Intelligence/IAT Workshops 2010: 128-131 - [c3]Gabriele Tolomei, Salvatore Orlando, Fabrizio Silvestri:
Towards a task-based search and recommender systems. ICDE Workshops 2010: 333-336
2000 – 2009
- 2009
- [c2]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: 1-8 - [c1]Gabriele Tolomei:
Search the web x.0: mining and recommending web-mediated processes. RecSys 2009: 417-420 - 2008
- [i1]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) - 2006
- [j1]Vittorio Miori, Luca Tarrini, Maurizio Manca, Gabriele Tolomei:
An open standard solution for domotic interoperability. IEEE Trans. Consumer Electron. 52(1): 97-103 (2006)
Coauthor Index
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last updated on 2024-11-15 20:37 CET by the dblp team
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