Staff

Fixed-term assistant professor
Department of Control and Computer Engineering (DAUIN)

Junior project manager
Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory

flavio.giobergia@polito.it

Profile

Keywords

Applied artificial intelligence

Artificial intelligence

Deep learning

Machine learning

Scientific branch

IINF-05/A - Information Processing Systems
(Area 0009 - Industrial and information engineering)

Skills

ERC sectors

PE6_7 - Artificial intelligence, intelligent systems, natural language processing

PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

PE6_3 - Software engineering, programming languages and systems

PE6_10 - Web and information systems, data management systems, information retrieval and digital libraries, data fusion

SDG

Goal 4: Quality education

Teaching

Collegi of the degree programmes

Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

Teachings

PhD

Data mining concepts and algorithms. A.A. 2025/26, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Data mining concepts and algorithms. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

MostraNascondi A.A. passati

Master of Science

Large Language Models for Software Engineering. A.A. 2026/27, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data science and machine learning lab. A.A. 2026/27, DATA SCIENCE AND ENGINEERING. Titolare del corso
Large Language Models for Software Engineering. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data science and machine learning lab. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Titolare del corso
Large Language Models. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data science lab: process and methods. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Titolare del corso
Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
Data science lab: process and methods. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Transport systems and data analytics/Transport planning (modulo di Transport systems and data analytics). A.A. 2023/24, INGEGNERIA CIVILE. Collaboratore del corso
Data Science e Tecnologie per le Basi di Dati. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data Science e Tecnologie per le Basi di Dati. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data science lab: process and methods. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Data Science e Tecnologie per le Basi di Dati. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data Science e Tecnologie per le Basi di Dati. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data science lab: process and methods. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Data Science e Tecnologie per le Basi di Dati. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Data science lab: process and methods. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

MostraNascondi A.A. passati

Research

Research Areas/Fields/Groups

DBDM - Database and Data Mining Group (DAUIN)

Research projects

Projects funded by commercial contracts

Evolution TxM, (2026-2027) - Responsabile Scientifico
Commercial Research
“MAD – STANDARD BANKING”, (2025-2026) - Responsabile Scientifico
Commercial Research
ImEDA - Improving Efficiency in Detection Analysis, (2023-2024) - Responsabile Scientifico
Consulting

Supervised PhD students

Claudio Savelli. Programme in Ingegneria Informatica E Dei Sistemi (40^th cycle, 2024-in progress)
Research subject: Machine Unlearning

Data science, Computer vision and AI

Publications

Latest publications View all publications in Porto@Iris

Mickus, Timothee; Savelli, Claudio; Calò, Eduardo; Raimond, Emilio; Frank, Stella; Luo, ... (2026)
Can Humans Dream of Electric Sheep? Human-Written Samples for Fine-Grained Vision-and-Language Hallucination Benchmarking. In: The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026)
Contributo in Atti di Convegno (Proceeding)
Savelli, Claudio; Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena Maria (2026)
UnSLU-BENCH+: Extended Machine Unlearning Benchmark for Spoken Language Understanding. In: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. ISSN 2998-4173
Contributo su Rivista
D'Angelo, Andrea; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena Maria; Stilo, ... (2026)
On the Evaluation of Machine Unlearning Methods: A Multi-domain Classification Benchmark. In: MACHINE LEARNING, vol. 115. ISSN 0885-6125
Contributo su Rivista
Giobergia, Flavio; Savelli, Claudio (2026)
Differentiable Synthetic Dataset Generation for Non-Trivial Regression Tasks. In: 10th International Workshop on Data Analytics Solutions for Real-Life Applications (DARLI-AP 2026)
Contributo in Atti di Convegno (Proceeding)
Pierri, Francesco; Bernasconi, Anna; Giobergia, Flavio; Savelli, Claudio; Baralis, ... (2025)
A Conceptual Map for Exploring the Landscape of Large Language Models. In: IEEE ACCESS, vol. 13, pp. 190735-190744. ISSN 2169-3536
Contributo su Rivista

Flavio Giobergia

Fixed-term assistant professor Department of Control and Computer Engineering (DAUIN)