Fabrizio Silvestri

About Fabrizio Silvestri

Fabrizio Silvestri, With an exceptional h-index of 45 and a recent h-index of 29 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of Machine Learning, Artificial Intelligence, Natural Language Processing, Information Retrieval, Web Search.

His recent articles reflect a diverse array of research interests and contributions to the field:

: Gradient-based and Task-Agnostic machine Unlearning

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach

Sheaf Hypergraph Networks

The power of noise: Redefining retrieval for rag systems

Machine learning classification of digital content for mobile devices

A topological description of loss surfaces based on Betti Numbers

Fabrizio Silvestri Information

University

Position

___

Citations(all)

6706

Citations(since 2020)

2537

Cited By

4947

hIndex(all)

45

hIndex(since 2020)

29

i10Index(all)

104

i10Index(since 2020)

55

Email

University Profile Page

Google Scholar

Fabrizio Silvestri Skills & Research Interests

Machine Learning

Artificial Intelligence

Natural Language Processing

Information Retrieval

Web Search

Top articles of Fabrizio Silvestri

: Gradient-based and Task-Agnostic machine Unlearning

arXiv preprint arXiv:2403.14339

2024/3/21

Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations

arXiv preprint arXiv:2307.13165

2023/7/24

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

arXiv preprint arXiv:2403.05185

2024/3/8

Link Prediction under Heterophily: A Physics-Inspired Graph Neural Network Approach

arXiv preprint arXiv:2402.14802

2024/2/22

Francesco Caso
Francesco Caso

H-Index: 32

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

Sheaf Hypergraph Networks

Advances in Neural Information Processing Systems

2024/2/13

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

The power of noise: Redefining retrieval for rag systems

arXiv preprint arXiv:2401.14887

2024/1/26

Machine learning classification of digital content for mobile devices

2024/1/16

A topological description of loss surfaces based on Betti Numbers

arXiv preprint arXiv:2401.03824

2024/1/8

Debiasing Machine Unlearning with Counterfactual Examples

arXiv preprint arXiv:2404.15760

2024/4/24

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

arXiv preprint arXiv:2312.17506

2023/12/29

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

arXiv preprint arXiv:2312.15228

2023/12/23

Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation

arXiv preprint arXiv:2312.02401

2023/12/5

José Luis Redondo García
José Luis Redondo García

H-Index: 7

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

Graph Learning for Exploratory Query Suggestions in an Instant Search System

2023/10/21

Community Membership Hiding as Counterfactual Graph Search via Deep Reinforcement Learning

arXiv preprint arXiv:2310.08909

2023/10/13

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

Gabriele Tolomei
Gabriele Tolomei

H-Index: 12

Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models

arXiv preprint arXiv:2310.04875

2023/10/7

Sparse vicious attacks on graph neural networks

IEEE Transactions on Artificial Intelligence

2023/9/26

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

Gabriele Tolomei
Gabriele Tolomei

H-Index: 12

Integrating item relevance in training loss for sequential recommender systems

2023/9/14

Concept distillation in graph neural networks

2023/7/26

Federico Siciliano
Federico Siciliano

H-Index: 0

Fabrizio Silvestri
Fabrizio Silvestri

H-Index: 24

RRAML: reinforced retrieval augmented machine learning

arXiv preprint arXiv:2307.12798

2023/7/24

Multimodal neural databases

2023/7/19

See List of Professors in Fabrizio Silvestri University(Sapienza Università di Roma)

Co-Authors

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