Fabrizio Silvestri

Orcid: 0000-0001-7669-9055

Affiliations:
  • Sapienza University of Rome, Italy
  • Facebook, London, UK
  • National Research Council, Italy (former)


According to our database1, Fabrizio Silvestri authored at least 185 papers between 2002 and 2024.

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Bibliography

2024
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent.
IEEE Trans. Artif. Intell., April, 2024

∇ τ: Gradient-based and Task-Agnostic machine Unlearning.
CoRR, 2024

Variational Inference of Parameters in Opinion Dynamics Models.
CoRR, 2024

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks.
CoRR, 2024

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach.
CoRR, 2024

The Power of Noise: Redefining Retrieval for RAG Systems.
CoRR, 2024

A topological description of loss surfaces based on Betti Numbers.
CoRR, 2024

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations.
Proceedings of the Advances in Information Retrieval, 2024

2023
Deep active learning for misinformation detection using geometric deep learning.
Online Soc. Networks Media, 2023

CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN.
Discov. Artif. Intell., 2023

A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1.
CoRR, 2023

Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News without Modifying It.
CoRR, 2023

Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation.
CoRR, 2023

Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning.
CoRR, 2023

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations: an Empirical Study.
CoRR, 2023

Renormalized Graph Neural Networks.
CoRR, 2023

The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples.
CoRR, 2023

Sheaf Neural Networks for Graph-based Recommender Systems.
CoRR, 2023

Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels.
CoRR, 2023

Concept Distillation in Graph Neural Networks.
Proceedings of the Explainable Artificial Intelligence, 2023

Multimodal Neural Databases.
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

Integrating Item Relevance in Training Loss for Sequential Recommender Systems.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Sheaf Hypergraph Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fauno: The Italian Large Language Model that will leave you senza parole!
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Attention-likelihood relationship in Transformers.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Graph Learning for Exploratory Query Suggestions in an Instant Search System.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

RRAML: Reinforced Retrieval Augmented Machine Learning.
Proceedings of the Discussion Papers, 2023

2022
Editorial: Human-Interpretable Machine Learning.
Frontiers Big Data, 2022

Sparse Vicious Attacks on Graph Neural Networks.
CoRR, 2022

GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations.
CoRR, 2022

Encoding Concepts in Graph Neural Networks.
CoRR, 2022

Preserving integrity in online social networks.
Commun. ACM, 2022

On the Role of Relevance in Natural Language Processing Tasks.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 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

FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022

Detecting and Understanding Harmful Memes: A Survey.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Survey on Multimodal Disinformation Detection.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Generating Actionable Interpretations from Ensembles of Decision Trees.
IEEE Trans. Knowl. Data Eng., 2021

From Natural Language Processing to Neural Databases.
Proc. VLDB Endow., 2021

Neural network quantization in federated learning at the edge.
Inf. Sci., 2021

ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models.
CoRR, 2021

SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Concept Matching for Low-Resource Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

Database reasoning over text.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Detecting Propaganda Techniques in Memes.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Neural Databases.
CoRR, 2020

Node Masking: Making Graph Neural Networks Generalize and Scale Better.
CoRR, 2020

How Decoding Strategies Affect the Verifiability of Generated Text.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improving News Personalization Through Search Logs.
Proceedings of the Bias and Social Aspects in Search and Recommendation, 2020

2019
Editorial - Special issue on OSNEM network properties and dynamics.
Online Soc. Networks Media, 2019

Enlisting the Public to Build a Healthier Web Information Commons.
Proceedings of the World Wide Web Conference, 2019

Misspelling Oblivious Word Embeddings.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Web Search Result Caching and Prefetching.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.
ACM Trans. Intell. Syst. Technol., 2018

OSNED 2018 Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017
Adult content consumption in online social networks.
Soc. Netw. Anal. Min., 2017

Exploiting search history of users for news personalization.
Inf. Sci., 2017

Tour recommendation for groups.
Data Min. Knowl. Discov., 2017

Friendly, Appealing or Both?: Characterising User Experience in Sponsored Search Landing Pages.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016
Report on ECIR 2016: 38th European Conference on Information Retrieval.
SIGIR Forum, 2016

Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings.
CoRR, 2016

Pornography consumption in Social Media.
CoRR, 2016

Improving Post-Click User Engagement on Native Ads via Survival Analysis.
Proceedings of the 25th International Conference on World Wide Web, 2016

Post-Learning Optimization of Tree Ensembles for Efficient Ranking.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Network-Aware Recommendations of Novel Tweets.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Post-Learning Optimization of Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

On the Behaviour of Deviant Communities in Online Social Networks.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

The Role of Relevance in Sponsored Search.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
On Learning Prediction Models for Tourists Paths.
ACM Trans. Intell. Syst. Technol., 2015

IntoNews: Online news retrieval using closed captions.
Inf. Process. Manag., 2015

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract).
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Predicting The Next App That You Are Going To Use.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Promoting Positive Post-Click Experience for In-Stream Yahoo Gemini Users.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

2014
Recommender Systems.
Proceedings of the Mining User Generated Content., 2014

2013
Discovering tasks from search engine query logs.
ACM Trans. Inf. Syst., 2013

Editorial.
J. Discrete Algorithms, 2013

Endorsements and rebuttals in blog distillation.
Inf. Sci., 2013

Learning to shorten query sessions.
Proceedings of the 22nd International World Wide Web Conference, 2013

Towards leveraging closed captions for news retrieval.
Proceedings of the 22nd International World Wide Web Conference, 2013

Query Processing in Highly-Loaded Search Engines.
Proceedings of the String Processing and Information Retrieval, 2013

Modeling and predicting the task-by-task behavior of search engine users.
Proceedings of the Open research Areas in Information Retrieval, 2013

Load-sensitive selective pruning for distributed search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

LearNext: learning to predict tourists movements.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
ECIR 2012: 34th european conference on information retrieval research.
SIGIR Forum, 2012

Sorting on GPUs for large scale datasets: A thorough comparison.
Inf. Process. Manag., 2012

Generating suggestions for queries in the long tail with an inverted index.
Inf. Process. Manag., 2012

Cite-as-you-write.
ERCIM News, 2012

Prefetching query results and its impact on search engines.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Efficient query recommendations in the long tail via center-piece subgraphs.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Blog Distillation via Sentiment-Sensitive Link Analysis.
Proceedings of the Natural Language Processing and Information Systems, 2012

RecTour: A Recommender System for Tourists.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

How Random Walks Can Help Tourism.
Proceedings of the Advances in Information Retrieval, 2012

Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability.
Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012

Making your interests follow you on twitter.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Interactive and context-aware tag spell check and correction.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

You should read this! let me explain you why: explaining news recommendations to users.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

A Trajectory-Based Recommender System for Tourism.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2011
Efficient Diversification of Web Search Results.
Proc. VLDB Endow., 2011

Efficient diversification of search results using query logs.
Proceedings of the 20th International Conference on World Wide Web, 2011

Recommendations for the long tail by term-query graph.
Proceedings of the 20th International Conference on World Wide Web, 2011

Identifying task-based sessions in search engine query logs.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Caching query-biased snippets for efficient retrieval.
Proceedings of the EDBT 2011, 2011

Representing Document Lengths with Identifiers.
Proceedings of the Advances in Information Retrieval, 2011

2010
Tuning the capacity of search engines: Load-driven routing and incremental caching to reduce and balance the load.
ACM Trans. Inf. Syst., 2010

A Study on the Effect of Application and Resource Characteristics on the QoS in Service Provisioning Environments.
Int. J. Distributed Syst. Technol., 2010

Mining Query Logs: Turning Search Usage Data into Knowledge.
Found. Trends Inf. Retr., 2010

On Using Query Logs for Static Index Pruning.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

On Tag Spell Checking.
Proceedings of the String Processing and Information Retrieval, 2010

Incremental Algorithms for Effective and Efficient Query Recommendation.
Proceedings of the String Processing and Information Retrieval, 2010

Analytical Quality Assurance.
Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010

The effects of time on query flow graph-based models for query suggestion.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Refreshing Models to Provide Timely Query Recommendations.
Proceedings of the IIR 2010, 2010

Towards a task-based search and recommender systems.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Detecting Task-Based Query Sessions Using Collaborative Knowledge.
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

K-Model: A New Computational Model for Stream Processors.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

VSEncoding: efficient coding and fast decoding of integer lists via dynamic programming.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

An Incremental Prefix Filtering Approach for the All Pairs Similarity Search Problem.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
Web Search Result Caching and Prefetching.
Proceedings of the Encyclopedia of Database Systems, 2009

Special Section: Scalable information systems.
Future Gener. Comput. Syst., 2009

Search shortcuts: driving users towards their goals.
Proceedings of the 18th International Conference on World Wide Web, 2009

Search shortcuts using click-through data.
Proceedings of the 2009 workshop on Web Search Click Data, 2009

Entry Pairing in Inverted File.
Proceedings of the Web Information Systems Engineering, 2009

Sorting using BItonic netwoRk wIth CUDA.
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Search shortcuts: a new approach to the recommendation of queries.
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

S-Cube: Addressing Multidisciplinary Research Challenges for the Internet of Services.
Proceedings of the Towards the Future Internet - A European Research Perspective, 2009

Mining Query Logs.
Proceedings of the Advances in Information Retrieval, 2009

Aging effects on query flow graphs for query suggestion.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Design trade-offs for search engine caching.
ACM Trans. Web, 2008

ECIR 2008 Workshop on Efficiency Issues on Information Retrieval.
SIGIR Forum, 2008

SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience.
ERCIM News, 2008

(Query) History Teaches Everything, Including the Future.
Proceedings of the Latin American Web Conference, 2008

InfoScale 2008: The Third International ICST Conference on Scalable Information Systems.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

Collaborative ranking of grid-enabled workflow service providers.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

Efficiency Issues in Information Retrieval Workshop.
Proceedings of the Advances in Information Retrieval , 2008

2007
Workshop on large-scale distributed systems for information retrieval.
SIGIR Forum, 2007

Special issue on heterogeneous and distributed IR.
Inf. Process. Manag., 2007

Dynamic personalization of web sites without user intervention.
Commun. ACM, 2007

Know your neighbors: web spam detection using the web topology.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

The impact of caching on search engines.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Load-balancing and caching for collection selection architectures.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Mining query logs to optimize index partitioning in parallel web search engines.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Challenges on Distributed Web Retrieval.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Sorting Out the Document Identifier Assignment Problem.
Proceedings of the Advances in Information Retrieval, 2007

An Open Architecture for QoS Information in Business Grids.
Proceedings of the Towards Next Generation Grids, 2007

Biological Experiments on the Grid: A Novel Workflow Management Platform.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Boosting the performance of Web search engines: Caching and prefetching query results by exploiting historical usage data.
ACM Trans. Inf. Syst., 2006

Toward a search architecture for software components.
Concurr. Comput. Pract. Exp., 2006

The social network of Java classes.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A privacy preserving web recommender system.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Query-driven document partitioning and collection selection.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

The query-vector document model.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Toward GRIDLE: A Way to Build Grid Applications Searching Through an Ecosystem of Components.
Proceedings of the Grid Computing: Software Environments and Tools, 2006

2005
SIGIR workshop report: the SIGIR heterogeneous and distributed information retrieval workshop.
SIGIR Forum, 2005

Component Metadata Management and Publication for the Grid.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

A Grid Information Service Based on Peer-to-Peer.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

2004
On-line Generation of Suggestions for Web Users.
J. Digit. Inf. Manag., 2004

Design of a Parallel and Distributed Web Search Engine
CoRR, 2004

An Online Recommender System for Large Web Sites.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Assigning identifiers to documents to enhance the clustering property of fulltext indexes.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Assigning Document Identifiers to Enhance Compressibility of Fulltext Indices.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

An Online Recommender System.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Assigning document identifiers to enhance compressibility of Web Search Engines indexes.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

An Effective Recommender System for Highly Dynamic and Large Web Sites.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

WINGS: A Parallel Indexer for Web Contents.
Proceedings of the Computational Science, 2004

WebDocs: a real-life huge transactional dataset.
Proceedings of the FIMI '04, 2004

A Highly Scalable Parallel Caching System for Web Search Engine Results.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

A Search Architecture for Grid Software Components.
Proceedings of the Future Generation Grids: Proceedings of the Workshop on Future Generation Grids, 2004

An evaluation of component-based software design approaches.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

2003
A Hybrid Strategy for Caching Web Search Engine Results.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets.
Proceedings of the FIMI '03, 2003

2002
An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets.
Proceedings of the High Performance Computing for Computational Science, 2002

Adaptive and Resource-Aware Mining of Frequent Sets.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Scheduling High Performance Data Mining Tasks on a Data Grid Environment.
Proceedings of the Euro-Par 2002, 2002


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