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October 14, 2024
October 14, 2024
Registration and light lunch 12:00 - 13:00
Talks session - Chair: Natasa Kreijc
13:00 - 13:15
Opening and presentation of the ECMI Special Interest group "Mathematics for Big Data and AI"
Opening and presentation of the ECMI Special Interest group "Mathematics for Big Data and AI"
Natasa Krejic, University of Novi Sad, Serbia and Alessandra Micheletti, Università degli Studi di Milano
13:15 - 13:30
Enabling Digital Twins using AI: Industrial Mathematics Perspective
Enabling Digital Twins using AI: Industrial Mathematics Perspective
Diana Manvelyan, SIEMENS AG, Germany
13:30 - 14:00
Enabling Trustworthy Datasets for Efficient AIoT Operation
Enabling Trustworthy Datasets for Efficient AIoT Operation
Georgios Bouloukakis, Télécom SudParis / IP Paris, France
14:00 - 14:30
Bias identification and mitigation in opaque computational systems with BRIO
Bias identification and mitigation in opaque computational systems with BRIO
Giuseppe Primiero, Università degli Studi di Milano, Italy
14:30 - 15:00
Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks
Advancing Solutions for the Three-Body Problem Through Physics-Informed Neural Networks
Claudia Soares, NOVA University Lisbon, Portugal
15:00 - 15:30
Energy cases where XAI can make a difference
Energy cases where XAI can make a difference
Manuel Pio Silva, EDP CNet Digital Energy, Lisbon, Portugal
15:30 - 16:00
Group Equivariant Non Expansive Operators (GENEOs) as geometric instruments to build transparent and robust AI models
Group Equivariant Non Expansive Operators (GENEOs) as geometric instruments to build transparent and robust AI models
Patrizio Frosini, University of Pisa, Italy
Coffee Break 16:00 - 16:30
16:30 - 18:00
Round table: Different perspectives for AI
Round table: Different perspectives for AI
chair: Alessandra Micheletti
panelists: G. Bouloukakis, P. Frosini, G.Primiero, M.P. Silva, C.Soares
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