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