Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Web&Graph workshop at WSDM 2026
Published:
The call for papers for the Web&Graph workshop at WSDM 2026 is out now!
What is Machine Unlearning?
Published:
Why would I want my model to unlearn something?
publications
workshop Enhancing fairness in classification tasks with multiple variables: a data-and model-agnostic approach
Published in International Workshop on Algorithmic Bias in Search and Recommendation, 2022
DIORAMA: Digital twIn fOR sustAinable territorial MAnagement
Published in itaDATA, 2022
Q1 Debiaser for Multiple Variables to enhance fairness in classification tasks
Published in Information Processing & Management, 2023
A Data-driven analysis of gender fairness in the software engineering academic landscape
Published in European Conference on Software Architecture, 2023
Q1 Exploiting spatial relations for grammar-based specification of multidimensional languages
Published in Knowledge and Information Systems, 2023
A PlayMyData: a curated dataset of multi-platform video games
Published in Proceedings of the 21st International Conference on Mining Software Repositories, 2024
workshop Grammar-based anomaly detection of microservice systems execution traces
Published in Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
Winner of Best Short Paper award!
Q1 A method to comprehensively identify germline SNVs, INDELs and CNVs from whole exome sequencing data of BRCA1/2 negative breast cancer patients
Published in NAR Genomics and Bioinformatics, 2024
Q1 Uncovering gender gap in academia: A comprehensive analysis within the software engineering community
Published in Journal of Systems and Software, 2024
Best Practices and Lessons from Academia-Industry Collaboration Initiatives
Published in Actions for Gender Balance in Informatics Across Europe, 2025
On the Need for Reproducibility Guidelines for Open-Source Games: A itch. io Case Study
Published in 2025 IEEE Conference on Games (CoG), 2025
A* How to Make Reproducible Research in Machine Unlearning with ERASURE
Published in Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2025), 2025
Q1 The Forget-set Identification Problem
Published in Machine Learning Journal (Springer), 2025
A ERASURE: a Modular and Extensible Framework for Machine Unlearning
Published in Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), 2025
service
talks
Uncovering Gender Bias in Academia
AIGAP 2023 2023 (October) · 📍 L'Aquila, Italy
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape
ECSA 2023 2023 (October) · 📍 Istanbul, Turkey
Privacy Implications in the Training and Use of Large Language Models
Territori Aperti 2024 (January) · 📍 Napoli, Italy
A Novel Relevance Score for Unsupervised Retrieval with Large Language Models
KDD 2024 2024 (July) · 📍 Barcelona, Spain
Echocardiographic Epicardial Adipose Tissue Quantification: Challenges and Insights
Perfail @ Percom 2024 2024 (July) · 📍 Biarritz, France
Machine Unlearning: Safeguarding Privacy and Security in AI Models
Technical University of Munich 2024 (July) · 📍 Munich, Germany
HybridKAN: Leveraging Multi-Sized Sub-MLPs for Enhanced Performance
ITADATA 2025 (September) · 📍 Turin, Italy
Forgetting Right: Towards Reproducible Benchmarks in Machine Unlearning with ERASURE
WIPE-OUT @ ECML-PKDD 2025 2025 (September) · 📍 Porto, Portugal
Perspectives on Machine Unlearning and Privacy-preserving Machine Learning
Technical University of Dresden 2026 (February) · 📍 Dresden, Germany (Remote)
teaching
Reinforcement Learning Laboratory
University of L'Aquila Master Degree course · 2023
Lab module on reinforcement learning algorithms and policy optimization, part of the AI Master's course.
Reinforcement LearningAIPolicy Optimization
By clicking on “Download slides”, you will be redirected to the Github that I used to teach the Reinforcement Learning module of the AI course @ Univaq in 2023 (updated for 2024).
Deep Neural Networks Laboratory
University of L'Aquila Master Degree course · 2024
Lab course on deep neural network architectures, with hands-on implementations covering modern deep learning techniques.
Deep LearningNeural NetworksPyTorch
By clicking on “Download slides”, you will be redirected to the Github that I used to teach the Deep Neural Networks Laboratory @ Univaq in 2024.
Reinforcement Learning Laboratory
University of L'Aquila Master Degree course · 2024
Lab module on reinforcement learning algorithms and policy optimization, part of the AI Master's course.
Reinforcement LearningAIPolicy Optimization
By clicking on “Download slides”, you will be redirected to the Github that I used to teach the Reinforcement Learning module of the AI course @ Univaq in 2024.
Big data management: data mining and analysis for management decisions
LUISS University of Rome Master's course · 2026
Course on big data management techniques and data mining methods for business decision-making in AI-driven environments.
Big DataData MiningMachine Learning
No slides are publicly available for this course. Contact me for further information.
theses
Recent Advances in Chain-of-Thought Prompting: Current Trends and Automation Approaches
University of L'Aquila 2025
From ERASURE to Evaluation of Machine Unlearning Techniques
University of L'Aquila 2025
HybridKAN: Leveraging Multi-Sized Sub-MLPs for Enhanced Performances
University of L'Aquila 2025
Beyond the Systematic Evaluation of Large Language Models: From Theory to Practical Analysis of Results
University of L'Aquila 2025
Machine Unlearning for Time Series Data
University of Urbino 2026