Pubblicazioni di Silvestri Fabrizio
2023
Barnabò Giorgio, Trappolini Giovanni, Lastilla Lorenzo, Campagnano Cesare, Fan Angela, Petroni Fabio, Silvestri Fabrizio
CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN. DISCOVER ARTIFICIAL INTELLIGENCE 2023: -
Barnabò Giorgio, Siciliano Federico, Castillo Carlos, Leonardi Stefano, Nakov Preslav, Da San Martino Giovanni, Silvestri Fabrizio
Deep active learning for misinformation detection using geometric deep learning. ONLINE SOCIAL NETWORKS AND MEDIA 2023: 100244-
Bacciu Andrea, Siciliano Federico, Tonellotto Nicola, Silvestri Fabrizio
Integrating Item Relevance in Training Loss for Sequential Recommender Systems. RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems 2023: -
Bucarelli MARIA SOFIA, Cassano Lucas, Siciliano Federico, Mantrach Amin, Silvestri Fabrizio
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023: 3439-3448
Trappolini Giovanni, Maiorca Valentino, Severino Silvio, Rodola Emanuele, Silvestri Fabrizio, Tolomei Gabriele
Sparse Vicious Attacks on Graph Neural Networks. IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE 2023: 1-11
Chen Ziheng, Silvestri Fabrizio, Wang Jia, Zhang Yongfeng, Tolomei Gabriele
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 (SIGIR '23) 2023: 2426-2430
2022
Alam Firoj, Cresci Stefano, Chakraborty Tanmoy, Silvestri Fabrizio, Dimitrov Dimiter, Da San Martino Giovanni, Shaar Shaden, Firooz Hamed, Nakov Preslav
A Survey on Multimodal Disinformation Detection. Proceedings of the 29th International Conference on Computational Linguistics 2022: -
Lucic Ana, ter Hoeve Maartje, Tolomei Gabriele, de Rijke Maarten, Silvestri Fabrizio
CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks. The 25th International Conference on Artificial Intelligence and Statistics 2022: -
Sharma Shivam, Alam Firoj, Akhtar Md. Shad, Dimitrov Dimitar, Da San Martino Giovanni, Firooz Hamed, Halevy Alon, Silvestri Fabrizio, Nakov Preslav, Chakraborty Tanmoy
Detecting and Understanding Harmful Memes: A Survey. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence 2022: 5597-5606
Tolomei Gabriele, Pinelli Fabio, Silvestri Fabrizio
Editorial: Human-Interpretable Machine Learning. FRONTIERS IN BIG DATA 2022: 956625-
Chen Z., Silvestri F., Tolomei G., Wang J., Zhu H., Ahn H.
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent. IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE 2022: 1-15
Barnabò Giorgio, Siciliano Federico, Carlos Castillo, Leonardi Stefano, Nakov Preslav, Da San Martino Giovanni, Silvestri Fabrizio
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. 2022 International Joint Conference on Neural Networks (IJCNN) 2022: 1-8
Siciliano Federico, Bucarelli Maria Sofia, Tolomei Gabriele, Silvestri Fabrizio
NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks. 2022 International Joint Conference on Neural Networks (IJCNN) 2022: 01-17
Halevy Alon, Canton-Ferrer Cristian, Ma Hao, Ozertem Umut, Pantel Patrick, Saeidi Marzieh, Silvestri Fabrizio, Stoyanov Ves
Preserving Integrity in Online Social Networks. COMMUNICATIONS OF THE ACM 2022: -
Chen Z., Silvestri F., Wang J., Zhu H., Ahn H., Tolomei G.
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. International Conference on Information and Knowledge Management, Proceedings 2022: 252-261
2021
Errica Federico, Silvestri Fabrizio, Edizel Bora, Denoyer Ludovic, Petroni Fabio, Plachouras Vassilis, Riedel Sebastian
Concept Matching for Low-Resource Classification. International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,China, July 18-22, 2021 2021: 1-8
Thorne James, Yazdani Majid, Saeidi Marzieh, Silvestri Fabrizio, Riedel Sebastian, Halevy Alon Y.
Database reasoning over text. Proceedings of the 59th Annual Meeting of the Association for ComputationalLinguistics and the 11th International Joint Conference on NaturalLanguage Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), VirtualEvent, August 1-6, 2021 2021: 3091-3104
Dimitrov Dimitar, Bin Ali Bishr, Shaar Shaden, Alam Firoj, Silvestri Fabrizio, Firooz Hamed, Nakov Preslav, Da San Martino Giovanni
Detecting Propaganda Techniques in Memes. Proceedings of the 59th Annual Meeting of the Association for ComputationalLinguistics and the 11th International Joint Conference on NaturalLanguage Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), VirtualEvent, August 1-6, 2021 2021: 6603-6617
Thorne James, Yazdani Majid, Saeidi Marzieh, Silvestri Fabrizio, Riedel Sebastian, Halevy Alon
From Natural Language Processing to Neural Databases. PROCEEDINGS OF THE VLDB ENDOWMENT 2021: 1033-1039
Tonellotto N., Gotta A., Nardini F. M., Gadler D., Silvestri F.
Neural network quantization in federated learning at the edge. INFORMATION SCIENCES 2021: 417-436
Dimitrov Dimitar, Bin Ali Bishr, Shaar Shaden, Alam Firoj, Silvestri Fabrizio, Firooz Hamed, Nakov Preslav, Da San Martino Giovanni
2020
Massarelli Luca, Petroni Fabio, Piktus Aleksandra, Ott Myle, Rocktaschel Tim, Plachouras Vassilis, Silvestri Fabrizio, Riedel Sebastian
How Decoding Strategies Affect the Verifiability of Generated Text. Findings of the Association for Computational Linguistics: EMNLP 2020 2020: 223-235
Bai Xiao, Barla Cambazoglu B, Gullo Francesco, Mantrach Amin, Silvestri Fabrizio
Improving News Personalization Through Search Logs. International Workshop on Algorithmic Bias in Search and Recommendation 2020: 152-166
2019
Mantrach A., Silvestri F.
Demonstrations track chairs' welcome. ONLINE SOCIAL NETWORKS AND MEDIA 2019: 3490-
Cazabet R., Passarella A., Rossetti G., Silvestri F.
Editorial - Special issue on OSNEM network properties and dynamics. ONLINE SOCIAL NETWORKS AND MEDIA 2019: 21-
Tolomei Gabriele, Silvestri Fabrizio
Generating actionable interpretations from ensembles of decision trees. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2019: -
Piktus Aleksandra, Bora Edizel Necati, Bojanowski Piotr, Grave Edouard, Ferreira Rui, Silvestri Fabrizio
Misspelling Oblivious Word Embeddings. Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) 2019: 3226-3234
Mantrach A., Liu L., Silvestri F., White R. W., McAuley J.
2018
Lucchese Claudio, Maria Nardini Franco, Orlando Salvatore, Perego Raffaele, Silvestri Fabrizio, Trani Salvatore
X-CLEaVER: Learning ranking ensembles by growing and pruning trees. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY 2018: 1-26
2017
Coletto Mauro, Maria Aiello Luca, Lucchese Claudio, Silvestri Fabrizio
Adult content consumption in online social networks. SOCIAL NETWORK ANALYSIS AND MINING 2017: 1-21
Tolomei Gabriele, Haines Andy, Lalmas Mounia, Silvestri Fabrizio
Bron M., Silvestri F., Redi M., Evans H., Lalmas M., Chute M.
Friendly, appealing or both? Characterising user experience in sponsored search landing pages. 26th International World Wide Web Conference 2017, WWW 2017 Companion 2017: 699-707
Tolomei Gabriele, Silvestri Fabrizio, Haines Andrew, Lalmas Mounia
Interpretable predictions of tree-based ensembles via actionable feature tweaking. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2017: 465-474
Bron Marc, Lalmas Mounia, Evans Huw, Chute Mahlon, Redi Miriam, Silvestri Fabrizio
Anagnostopoulos Aris, Atassi Reem, Becchetti Luca, Fazzone Adriano, Silvestri Fabrizio
Tour recommendation for groups. DATA MINING AND KNOWLEDGE DISCOVERY 2017: 1157-1188
2016
Ferro N., Crestani F., Moens M. -F., Mothe J., Silvestri F., Di Nunzio G. M., Hauff C., Silvello G.
Advances in information retrieval: 38th European conference on IR research, ECIR 2016 Padua, Italy, march 20–23, 2016 proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016: -
Lucchese C., Nardini F. M., Orlando S., Perego R., Silvestri F., Trani S.
Improve ranking efficiency by optimizing tree ensembles. CEUR Workshop Proceedings 2016: -
Barbieri N, Silvestri F, Lalmas M
Singh G., Mantrach A., Silvestri F.
Improving profiles of weakly-engaged users: With applications to recommender systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016: 123-134
Alawad Noor Aldeen, Anagnostopoulos Aristidis, Leonardi Stefano, Mele Ida, Silvestri Fabrizio
Network-Aware Recommendations of Novel Tweets. Proceeding SIGIR '16 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval 2016: 913-916
Coletto M, Aiello Lm, Lucchese C, Silvestri F
On the Behaviour of Deviant Communities in Online Social Networks. ICWSM 2016 2016: -
Lucchese C, Nardini Fm, Orlando S, Perego R, Silvestri F, Trani S
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR 2016 2016: -
Ferro Nicola, Crestani Fabio, Moens Marie-Francine, Mothe Josiane, Silvestri Fabrizio, Kekäläinen Jaana, Rosso Paolo, Clough Paul D., Pasi Gabriella, Lioma Christina, Mizzaro Stefano, Maria Di Nunzio Giorgio, Hauff Claudia, Alonso Omar, Serdyukov Pavel, Silvello Gianmaria
Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR FORUM 2016: 12-27
Grbovic Mihajlo, Djuric Nemanja, Radosavljevic Vladan, Silvestri Fabrizio, Baeza-Yates Ricardo, Feng Andrew, Ordentlich Erik, Yang Lee, Owens Gavin
Aiello Lm, Arapakis I, Baeza-Yates Ra, Bai X, Barbieri N, Mantrach A, Silvestri F
The Role of Relevance in Sponsored Search. CIKM 2016 2016: -
2015
Grbovic M, Djuric N, Radosavljevic V, Silvestri F, Bhamidipati N
Silvestri F, Grbovic M, Bhamidipati N, Radosavljevic V, Djuric N
Silvestri F, Tolomei G, Trevisiol M, Barbieri N, Lalmas M, Sangal Pm
Trevisiol Michele, Tolomei Gabriele, Barbieri Nicola, Lalmas Mounia, Mohan Sangal Puneet, Silvestri Fabrizio