PROGRAM
Lake Como School of Advanced Studies
September 19-23, 2022
Villa del Grumello (Como, ITALY)
September 19, 2022
September 19, 2022
9:30 Welcome and opening: Structure of the School and Program Presentation
9:30 Welcome and opening: Structure of the School and Program Presentation
Stefania Bandini, Francesca Gasparini (University of Milano-Bicocca, ITALY)
Stefania Bandini, Francesca Gasparini (University of Milano-Bicocca, ITALY)
9:45 Welcome from the Italian Association for Artificial Intelligence
9:45 Welcome from the Italian Association for Artificial Intelligence
Gianluigi Greco (University of Calabria, ITALY)
Gianluigi Greco (University of Calabria, ITALY)
10:00 AI, Logistics and Complex Systems: perspectives from an AI user
10:00 AI, Logistics and Complex Systems: perspectives from an AI user
Katsuhiro Nishinari (RCAST, The University of Tokyo, JAPAN)
Katsuhiro Nishinari (RCAST, The University of Tokyo, JAPAN)
11:00 Coffee break
11:00 Coffee break
SESSION 1 - THREE SHADES OF (GOOD-OLD) MODERN ML: CAUSAL, LIFELONG AND RELATIONAL
SESSION 1 - THREE SHADES OF (GOOD-OLD) MODERN ML: CAUSAL, LIFELONG AND RELATIONAL
Cared by the AIxIA Working Group on "AI & ML" - Chair: Davide Bacciu (University of Pisa)
Cared by the AIxIA Working Group on "AI & ML" - Chair: Davide Bacciu (University of Pisa)
11:30 Deep learning for Graphs
11:30 Deep learning for Graphs
Davide Bacciu (University of Pisa, ITALY)
Davide Bacciu (University of Pisa, ITALY)
13:00 Lunch break
13:00 Lunch break
14:00 Introduction to Continual Learning
14:00 Introduction to Continual Learning
Vincenzo Lomonaco (University of Pisa)
Vincenzo Lomonaco (University of Pisa)
15:30 Coffee break
15:30 Coffee break
16:00 Causality-inspired ML: what can causality do for ML? The domain adaptation case
16:00 Causality-inspired ML: what can causality do for ML? The domain adaptation case
Sara Magliacane (University of Amsterdam and MIT-IBM Watson AI Lab, USA)
Sara Magliacane (University of Amsterdam and MIT-IBM Watson AI Lab, USA)
17:30 Working groups
17:30 Working groups
Tutor: Aurora Saibene (University of Milano-Bicocca, ITALY)
Tutor: Aurora Saibene (University of Milano-Bicocca, ITALY)
September 20, 2022
September 20, 2022
SESSION 2 - ARTIFICIAL INTELLIGENCE FOR HUMAN MACHINE INTERACTION
SESSION 2 - ARTIFICIAL INTELLIGENCE FOR HUMAN MACHINE INTERACTION
Chair: Francesca Gasparini (University of Milano-Bicocca)
Chair: Francesca Gasparini (University of Milano-Bicocca)
9.30 Wearable devices and sensors technologies
9.30 Wearable devices and sensors technologies
Francesca Gasparini (University of Milano-Bicocca, ITALY)
Francesca Gasparini (University of Milano-Bicocca, ITALY)
9.45 Expanding Human Capacities with Wearable AI
9.45 Expanding Human Capacities with Wearable AI
Evangelos Niforatos (TU Delft , THE NETHERLANDS)
Evangelos Niforatos (TU Delft , THE NETHERLANDS)
11:00 Coffee break
11:00 Coffee break
11:30 Sensors at Work: Personal Devices for Supporting Well-Being and Productivity
11:30 Sensors at Work: Personal Devices for Supporting Well-Being and Productivity
Silvia Santini (UniversitĂ della Svizzera Italiana, USI Lugano, SWITZERLAND)
Silvia Santini (UniversitĂ della Svizzera Italiana, USI Lugano, SWITZERLAND)
13:00 Lunch break
13:00 Lunch break
14:00 Learning from Biological Intelligence of Insects
14:00 Learning from Biological Intelligence of Insects
Ryohei Kanzaki (RCAST, The University of Tokyo, JAPAN)
Ryohei Kanzaki (RCAST, The University of Tokyo, JAPAN)
14:30 How affective Virtual Reality can contribute to AI research
14:30 How affective Virtual Reality can contribute to AI research
Francesco Ferrise (Politecnico di Milano, ITALY)
Francesco Ferrise (Politecnico di Milano, ITALY)
15:30 Coffee break
15:30 Coffee break
16:00 Tech Demo
16:00 Tech Demo
Chair: Aurora Saibene (University of Milano-Bicocca)
Chair: Aurora Saibene (University of Milano-Bicocca)
Francesco Ferrise (Politecnico di Milano, ITALY)
Francesco Ferrise (Politecnico di Milano, ITALY)
Evangelos Niforatos (TU Delft , THE NETHERLANDS)
Evangelos Niforatos (TU Delft , THE NETHERLANDS)
Sarah Cosentino (Waseda University, Tokyo, JAPAN)
Sarah Cosentino (Waseda University, Tokyo, JAPAN)
17:30 Working groups
17:30 Working groups
Tutor: Alessandra Grossi (University of Milano-Bicocca, ITALY)
Tutor: Alessandra Grossi (University of Milano-Bicocca, ITALY)
September 21, 2022
September 21, 2022
SESSION 3 - AI MEETS PHYSICS: A GLANCE
SESSION 3 - AI MEETS PHYSICS: A GLANCE
Chair: Marta Calvi (University of Milano-Bicocca)
Chair: Marta Calvi (University of Milano-Bicocca)
9:30 Open-source software development in quantum computing
9:30 Open-source software development in quantum computing
Nathan Shammah (Unitary Fund, ITALY)
Nathan Shammah (Unitary Fund, ITALY)
10:30 A quantum solution to a classic Machine Learning problem
10:30 A quantum solution to a classic Machine Learning problem
Cristiano De Nobili (University of Milano-Bicocca, ITALY)
Cristiano De Nobili (University of Milano-Bicocca, ITALY)
11:00 Coffee break
11:00 Coffee break
11:30 Ultrafast Machine Learning Inference at the Large Hadron Collider
11:30 Ultrafast Machine Learning Inference at the Large Hadron Collider
Thea Klaeboe Aarrestad (ETH, Zurich, SWITZERLAND)
Thea Klaeboe Aarrestad (ETH, Zurich, SWITZERLAND)
12:30 Graph Neural Networks for Particle Physics
12:30 Graph Neural Networks for Particle Physics
Julian GarcĂa Pardiñas (University of Milano-Bicocca, ITALY)
Julian GarcĂa Pardiñas (University of Milano-Bicocca, ITALY)
13:00 Lunch break
13:00 Lunch break
SESSION 4 - AI, LANGUAGE AND COMPUTATION
SESSION 4 - AI, LANGUAGE AND COMPUTATION
Chair: Enza Messina (University of Milano-Bicocca)
Chair: Enza Messina (University of Milano-Bicocca)
14:00 Why is Imagination Mightier than Knowledge? Draw feature concepts with your pens, mightier than swords
14:00 Why is Imagination Mightier than Knowledge? Draw feature concepts with your pens, mightier than swords
Yukio Ohsawa (The University of Tokyo, JAPAN)
Yukio Ohsawa (The University of Tokyo, JAPAN)
14:45 Topic Modelling Meets Neural Language Model
14:45 Topic Modelling Meets Neural Language Model
Elisabetta Fersini (University of Milano-Bicocca, ITALY)
Elisabetta Fersini (University of Milano-Bicocca, ITALY)
15:30 A Gentle Introduction to Bayesian Optimization and Its Application to Hyperparameter Tuning
15:30 A Gentle Introduction to Bayesian Optimization and Its Application to Hyperparameter Tuning
Antonio Candelieri (University of Milano-Bicocca, ITALY)
Antonio Candelieri (University of Milano-Bicocca, ITALY)
16:15 Coffee break
16:15 Coffee break
16:30 Profiling Neural Language Models
16:30 Profiling Neural Language Models
Alessio Miaschi (Institute for Computational Linguistics, CNR, Pisa, ITALY)
Alessio Miaschi (Institute for Computational Linguistics, CNR, Pisa, ITALY)
17:30/19:00 Working groups: Living Labs contribute to enhancing participant's organisational citizenship behaviour (OCB)
17:30/19:00 Working groups: Living Labs contribute to enhancing participant's organisational citizenship behaviour (OCB)
Sae Kondo (MIE University, JAPAN)
Sae Kondo (MIE University, JAPAN)
September 22, 2022
September 22, 2022
SESSION 5 - AI AND HEALTH
SESSION 5 - AI AND HEALTH
Cared by the AIxIA Working Group on "AI & HEALTH" - Chair: Fabio Stella (University of Milano-Bicocca)
Cared by the AIxIA Working Group on "AI & HEALTH" - Chair: Fabio Stella (University of Milano-Bicocca)
9:30 AI and HEALTH: a new Working Group of AIxIA
9:30 AI and HEALTH: a new Working Group of AIxIA
Gianluigi Greco (University of Calabria, ITALY)
Gianluigi Greco (University of Calabria, ITALY)
10:30 Coffee Break
10:30 Coffee Break
11:00 Deep Learning in medical imaging
11:00 Deep Learning in medical imaging
Pierangela Bruno (University of Calabria, ITALY)
Pierangela Bruno (University of Calabria, ITALY)
13:00 Lunch break
13:00 Lunch break
14:00 Argument-Based Computational Persuasion for Behaviour Change in Healthcare
14:00 Argument-Based Computational Persuasion for Behaviour Change in Healthcare
Ivan Donadello (Free University of Bozen-Bolzano, ITALY)
Ivan Donadello (Free University of Bozen-Bolzano, ITALY)
15:30 Coffee break
15:30 Coffee break
16:00 Bayesian (Causal) networks for Healthcare, Medicine and Biology
16:00 Bayesian (Causal) networks for Healthcare, Medicine and Biology
Fabio Stella (University of Milano-Bicocca, ITALY)
Fabio Stella (University of Milano-Bicocca, ITALY)
17:30 Working groups
17:30 Working groups
19:30 Social Dinner
19:30 Social Dinner
"Le Serre" - Villa del Grumello
September 23, 2022
September 23, 2022
SESSION 6 - AI AND SUSTAINABILITY
SESSION 6 - AI AND SUSTAINABILITY
Chair: Stefania Bandini (University of Milano-Bicocca)
Chair: Stefania Bandini (University of Milano-Bicocca)
Event organized by the AMPEL Project (Fondazione CARIPLO)
Event organized by the AMPEL Project (Fondazione CARIPLO)
9:30 The AI Carbon Footprint and Responsibilities of AI Scientists
9:30 The AI Carbon Footprint and Responsibilities of AI Scientists
Guglielmo Tamburrini (UniversitĂ di Napoli Federico II, ITALY)
Guglielmo Tamburrini (UniversitĂ di Napoli Federico II, ITALY)
10:30 Adding intelligence to ageing and longevity: a call to action for all of us
10:30 Adding intelligence to ageing and longevity: a call to action for all of us
Nic Palmarini (National Innovation Centre Ageing, Newcastle - UK)
Nic Palmarini (National Innovation Centre Ageing, Newcastle - UK)
11:30 Coffee break
11:30 Coffee break
12:00 Computer Science and Sustainability: actual challenges and future perspective and the contribution of Informatics Europe
12:00 Computer Science and Sustainability: actual challenges and future perspective and the contribution of Informatics Europe
Christian Napoli (University Rome "La Sapienza", ITALY and Informatics Europe)
Christian Napoli (University Rome "La Sapienza", ITALY and Informatics Europe)
12:30 Fighting multi-dimensional poverty through AI
12:30 Fighting multi-dimensional poverty through AI
Francesca Gasparini (University of Milano-Bicocca, ITALY)
Francesca Gasparini (University of Milano-Bicocca, ITALY)
13:00 Lunch break
13:00 Lunch break
14:00 Students presentations
14:00 Students presentations
15:30 Coffee break
15:30 Coffee break
16:00 Students presentations
16:00 Students presentations
17:30 Closure of the Summer School
17:30 Closure of the Summer School