Staff

Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)

Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Vice Coordinator Academic Board - Ph.D. programme in Artificial Intelligence
Referente Scientifico of the European Association Adra - AI, Data and Robotics Association and the Network of Excellence ELLIS - European Laboratory for Learning and Intelligent Systems

tatiana.tommasi@polito.it

Profile

Research interests

Algorithm fairness

Artificial intelligence

Autonomous driving

Computer vision

Domain adaptation

Fairness in ai

Novelty and anomaly detection

Programmazione dinamica e reinforcement learning

Robot learning

Transfer learning

Uncertainty evaluation

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)

SDG

Goal 4: Quality education

Goal 9: Industry, Innovation, and Infrastructure

Goal 11: Sustainable cities and communities

Other research or teaching roles outside Politecnico

Ricercatore a tempo det., presso Istituto Italiano di Tecnologia - IIT (1/10/2017-30/9/2020)
Ricercatore a t.d. - t.pieno (art. 24 c.3-a L. 240/10), presso Università degli Studi di ROMA "La Sapienza" (23/8/2016-1/10/2017)

Non-commercial collaboration agreements

Associazione AI, Data and Robotics - ADRA _DAUIN, (2023-) - Responsabile Scientifico
Enti Partecipati

Teaching

Collegi of the PhD programmes

INGEGNERIA INFORMATICA E DEI SISTEMI, 2025/2026 (41. ciclo)
Politecnico di TORINO
INTELLIGENZA ARTIFICIALE (DOTTORATO NAZIONALE), 2024/2025 (40. ciclo)
Politecnico di TORINO
INGEGNERIA INFORMATICA E DEI SISTEMI, 2024/2025 (40. ciclo)
Politecnico di TORINO
INGEGNERIA INFORMATICA E DEI SISTEMI, 2023/2024 (39. ciclo)
Politecnico di TORINO
INTELLIGENZA ARTIFICIALE (DOTTORATO NAZIONALE), 2023/2024 (39. ciclo)
Politecnico di TORINO
NAZIONALE IN INTELLIGENZA ARTIFICIALE, 2022/2023 (38. ciclo)
Politecnico di TORINO
INGEGNERIA INFORMATICA, 2017/2018 (33. ciclo)
Università degli Studi di ROMA "La Sapienza"

MostraNascondi collegi passati

Collegi of the degree programmes

Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
Collegio di Ingegneria Meccanica, Aerospaziale e dell'Autoveicolo. Componente

Teachings

Master of Science

Advanced Machine Learning. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data analysis and Artificial Intelligence. A.A. 2025/26, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Titolare del corso
Fundamentals of Artificial Intelligence, Machine and Deep Learning. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Machine learning and Deep learning. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Advanced Machine Learning. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data analysis and Artificial Intelligence. A.A. 2024/25, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Titolare del corso
Machine learning and Deep learning. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Advanced Machine Learning. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data analysis and Artificial Intelligence. A.A. 2023/24, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Titolare del corso
Machine learning and Deep learning. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Advanced Machine Learning. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data analysis and Artificial Intelligence. A.A. 2022/23, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Titolare del corso
Machine learning and Deep learning. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Advanced Machine Learning. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Data analysis and Artificial Intelligence. A.A. 2021/22, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Titolare del corso
Machine learning and Deep learning. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Machine Learning and Artificial Intelligence. A.A. 2020/21, INGEGNERIA MATEMATICA. Titolare del corso
Machine Learning and Artificial Intelligence. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Machine learning and Deep learning. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

MostraNascondi A.A. passati

Bachelor of Science

GeoAI: intelligenza artificiale e dati geospaziali. A.A. 2025/26, INGEGNERIA EDILE. Collaboratore del corso
GeoAI: intelligenza artificiale e dati geospaziali. A.A. 2024/25, INGEGNERIA EDILE. Collaboratore del corso
Tecniche di programmazione. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
Tecniche di programmazione. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
Tecniche di programmazione. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso

MostraNascondi A.A. passati

Research

Research groups

VANDAL - Visual and Multimodal Applied Learning Laboratory (DAUIN)

Research projects

Projects funded by competitive calls

SIREN - Smart robotIcs foR the tExtile iNdustry, (2025-2027) - Responsabile Scientifico
Corporate-funded and donor-funded research
ELSA - European Lighthouse on Secure and Safe AI, (2022-2026) - Responsabile Scientifico
UE-funded research - HE - Global Challenges - Digital, Industry and Space

Projects funded by commercial contracts

Tecnologie Spaziali Innovative , (2025-2027) - Componente gruppo di Ricerca
Commercial Research
Quantificazione delle Incertezze nei Modelli di MachineLearning per Veicoli a Guida Assistita e Autonoma, (2024-2025) - Responsabile Scientifico
Commercial Research
Tecniche di intelligenza artificiale per l’analisi di dati satellitari, (2024-2025) - Responsabile Scientifico
Commercial Research
Studio di tecniche di Intelligenza Artificiale per il supporto di sistemi di Web Protection e Cybersecurity basati su informazioni multimodali, (2022-2024) - Responsabile Scientifico
Consulting
Industrial Robots Trajectory Generation, (2021-2024) - Responsabile Scientifico
Commercial Research

Supervised PhD students

Davide Sferrazza. Programme in Ingegneria Informatica E Dei Sistemi (41^st cycle, 2025-in progress)
Gaetano Salvatore Falco. Programme in Intelligenza Artificiale (40^th cycle, 2024-in progress)
Salvatore Freni. Programme in Intelligenza Artificiale (40^th cycle, 2024-in progress)
Alessandro Marinai. Programme in Intelligenza Artificiale (40^th cycle, 2024-in progress)
Stephany Ortuno Chanelo. Programme in Intelligenza Artificiale (39^th cycle, 2023-in progress)
Research subject: My research interests are focused on robotics and computer vision, with a particular emphasis on industrial applications.

Robotics and human-robot interaction for Industry 4.0

3D vision and 3D reconstruction

Robotics and human-robot interaction for Industry 4.0

3D vision and 3D reconstruction
Andrea Protopapa. Programme in Intelligenza Artificiale (39^th cycle, 2023-in progress)
Research subject: My research interests are focused on learning for compliant robots, developing data-efficient Sim-to-Real transfer for soft robots and IRL methods (image-based and graph-based) for long-horizon tasks.

Robotics and human-robot interaction for Industry 4.0

Knowledge representation and reasoning

Robotics and human-robot interaction for Industry 4.0

Knowledge representation and reasoning

Robotics and human-robot interaction for Industry 4.0

Knowledge representation and reasoning
Leonardo Iurada. Programme in Intelligenza Artificiale (38^th cycle, 2022-in progress)
Paolo Rabino. Programme in Intelligenza Artificiale (38^th cycle, 2022-in progress)
Gabriele Tiboni. Programme in Intelligenza Artificiale (37^th cycle, 2021-2025)
Thesis: Scalable and Generalizable Robot Learning: from Simulated to Real-World Applications
Antonio Alliegro. Programme in Ingegneria Informatica E Dei Sistemi (36^th cycle, 2020-2024)
Thesis: 3D Visual Learning for Real-World Scenarios
Francesco Cappio Borlino. Programme in Ingegneria Informatica E Dei Sistemi (36^th cycle, 2020-2024)
Thesis: Addressing Distributional Shift challenges in Computer Vision for Real-World Applications

More PhD studentsLess PhD students

Publications

Latest publications View all publications in Porto@Iris

Peirone, Simone Alberto; Pistilli, Francesca; Alliegro, Antonio; Tommasi, Tatiana; ... (2025)
Hier-EgoPack: Hierarchical Egocentric Video Understanding with Diverse Task Perspectives. In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, pp. 1-14. ISSN 0162-8828
Contributo su Rivista
Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana (2025)
Efficient Model Editing with Task-Localized Sparse Fine-tuning. In: International Conference on Learning Representations, Singapore (SGP), Apr 24 – 28th, 2025
Contributo in Atti di Convegno (Proceeding)
Fernandes Dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; ... (2025)
Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 13, pp. 829-840. ISSN 2168-6750
Contributo su Rivista
Rabino, Paolo; Tommasi, Tatiana (2025)
A Modern Take on Visual Relationship Reasoning for Grasp Planning. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 10, pp. 1712-1719. ISSN 2377-3766
Contributo su Rivista
Bianco, Selene; Corcione, Valeria; Maragliano, Matteo; Chiara Rodi, Giovanna; Marangoni, ... (2024)
EASTERN project: Earth observation models for weather event mitigation. In: SPAICE Conference on AI in and for Space, London (UK), 17 – 19 September 2024, pp. 318-322
Contributo in Atti di Convegno (Proceeding)

Tatiana Tommasi

Associate Professor (L. 240) Department of Control and Computer Engineering (DAUIN)