Flavio Giobergia

44 papers A* 1A 3B 4Journal 17Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Analysis Of Linguistic Stereotypes in Single and Multi-Agent Generative AI Architectures. CoRR Martina Ullasci, Marco Rondina, Riccardo Coppola, Flavio Giobergia, Riccardo Bellanca, Gabriele Mancari Pasi, Luca Prato, Federico Spinoso, Silvia Tagliente
2026	—	`conf`	Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks. EDBT/ICDT Workshops Flavio Giobergia, Claudio Savelli
2026	J	`jnl`	Enforcing domain constraints through Lagrangian primal-dual learning. Neural Comput. Appl. Simone Monaco, Flavio Giobergia, Alkis Koudounas, Daniele Apiletti
2026	—	`conf`	MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media. EVALITA Matin Salami, Luca M. Rodia, Vladimir Schiau, Evren A. Munis, Claudio Savelli, Flavio Giobergia
2026	—	`conf`	MINDS at Cruciverb-IT: Solving Italian Crossword Clues with Masked Language Models and Candidate Pooling. EVALITA Flavio Giobergia
2026	—	`conf`	MINDS at DeSegMa-IT: Detecting Human-LLM Authorship Switches via Token-Level Classification. EVALITA Flavio Giobergia
2026	—	`conf`	MINDS at GSI: detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs. EVALITA Flavio Giobergia
2026	—	`conf`	SVELA at EVALITA 2026: Overview of the Selective Verification of Erasure from LLM Answers Task. EVALITA Claudio Savelli, Moreno La Quatra, Alkis Koudounas, Flavio Giobergia
2025	A	`conf`	"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding. INTERSPEECH Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025	J	`jnl`	"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding. CoRR Alkis Koudounas, Claudio Savelli, Flavio Giobergia, Elena Baralis
2025	J	`jnl`	A Conceptual Map for Exploring the Landscape of Large Language Models. IEEE Access Francesco Pierri, Anna Bernasconi, Flavio Giobergia, Claudio Savelli, Elena Baralis, Luca Cagliero, Stefano Ceri
2025	—	`conf`	Detecting Interpretable Subgroup Drifts. KDD (1) Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2025	—	`conf`	Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models. SEBD Alkis Koudounas, Eliana Pastor, Flavio Giobergia, Elena Baralis
2025	A	`conf`	ERASURE: A Modular and Extensible Framework for Machine Unlearning. CIKM Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025	B	`conf`	Enhancing Software Maintainability Through LLM-Assisted Code Refactoring. PROFES Tommaso Fulcini, Riccardo Coppola, Flavio Giobergia, Amirali Changizi, Meelad Dashti, Kimia Dorrani, Domenico Amalfitano, Damiano Distante, Filippo Ricca
2025	J	`jnl`	FAME: Fictional Actors for Multilingual Erasure. CoRR Claudio Savelli, Moreno La Quatra, Alkis Koudounas, Flavio Giobergia
2025	A*	`conf`	How to Make Reproducible Research in Machine Unlearning with ERASURE. IJCAI Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025	—	`conf`	MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions. KDD (2) Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis
2025	—	`conf`	Quantum Feature Selection from Interpretable Models using a QUBO Formulation. CLEF (Working Notes) Flavio Giobergia, Claudio Savelli, Alkis Koudounas, Elena Baralis
2024	J	`jnl`	A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data. CoRR Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis
2024	A	`conf`	A Contrastive Learning Approach to Mitigate Bias in Speech Models. INTERSPEECH Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024	J	`jnl`	A Contrastive Learning Approach to Mitigate Bias in Speech Models. CoRR Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis
2024	—	`conf`	A Synthetic Benchmark to Explore Limitations of Localized Drift Detections. DELTA Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024	J	`jnl`	A Synthetic Benchmark to Explore Limitations of Localized Drift Detections. CoRR Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024	J	`jnl`	Detecting Interpretable Subgroup Drifts. CoRR Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis
2024	J	`jnl`	Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters. IEEE Access Alkis Koudounas, Flavio Giobergia, Elena Baralis
2024	—	`conf`	Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models. ICASSP Workshops Alkis Koudounas, Flavio Giobergia
2024	J	`jnl`	Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models. CoRR Alkis Koudounas, Flavio Giobergia
2024	—	`conf`	MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection. SemEval@NAACL Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia
2024	J	`jnl`	MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection. CoRR Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia
2023	—	`conf`	Giobergia at Multi-Task Transformer Tuning for Joint Conspiracy Theory Detection and Classification. EVALITA Flavio Giobergia
2023	B	`conf`	Late Fusion-based Distributed Multimodal Learning. IEEE Big Data Flavio Giobergia, Elena Baralis
2023	J	`jnl`	Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning. CoRR Flavio Giobergia, Alkis Koudounas, Elena Baralis
2023	—	`conf`	ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy. EVALITA Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Baralis
2022	J	`jnl`	Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico
2022	—	`conf`	RECLAIM: Reverse Engineering Classification Metrics. AIKE Flavio Giobergia, Elena Baralis
2022	J	`jnl`	Semantic Image Collection Summarization With Frequent Subgraph Mining. IEEE Access Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis
2022	J	`jnl`	Triplet Losses-based Matrix Factorization for Robust Recommendations. CoRR Flavio Giobergia
2022	—	`conf`	Triplet losses-based matrix factorization for robust recommendations. CIKM Workshops Flavio Giobergia
2021	J	`jnl`	Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico
2020	—	`conf`	Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment. EDBT/ICDT Workshops Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis
2020	B	`conf`	DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano
2019	—	`conf`	Fast Self-Organizing Maps Training. IEEE BigData Flavio Giobergia, Elena Baralis
2018	B	`conf`	Mining Sensor Data for Predictive Maintenance in the Automotive Industry. DSAA Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti