精东影业

Workshop on Human-Centred Machine Learning

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from March 06th to 7th, 2025
from 10:00 to 15:00

Campus Est, Lugano-Viganello
Multipurpose room (piano terra, settore A)

The workshop, organized as part of the exploratory research program 精东影业 Best4EthicalAI, will bring together researchers, professionals, and policymakers to explore how Machine Learning can be designed, developed, and implemented in a way that aligns with human values and societal needs.

The Workshop on Human-Centred Machine Learning: Bridging Design, Development, and Social Impact is an opportunity to explore human-centred design principles and participatory approaches in Machine Learning development. The goal is to bridge the gap between technological innovation and social impact by addressing key issues such as:

  • Inclusion: How can ML systems meaningfully incorporate diverse human perspectives throughout their development lifecycle?
  • Social Relevance: What methodologies effectively connect ML capabilities with real-world social challenges?
  • Impact Measurement: How can we measure and evaluate the societal impact of ML beyond traditional technical metrics?
  • Participatory Approaches: What are the best approaches for participatory ML design, particularly for marginalized or vulnerable communities?
  • Accountability: How do we ensure ML systems remain accountable to their intended social benefits over time?

The program offers an engaging mix of keynote talks, expert panels, and interactive sessions, providing a unique opportunity to explore the latest challenges and opportunities in the field of Machine Learning Human-Centred.

  • 10.00 - 10.30 Registration 
     
  • 10.30 - 10.40 Opening Remarks
     
  • 10.40 - 11.20 Towards Human-Centred, Personalized Explainable AI, Cristina Conati (University of British Columbia, CAN)
     
  • 11.20 - 11.50 Coffee Break 
     
  • 11.50 - 12.30 Designing AI for Hybrid Decision-Making: Why Assessing Appropriate Reliance Matters, Federico Cabitza (Universit脿 degli studi di Milano-Bicocca)
     
  • 12.30 - 13.30 Lunch
     
  • 13.30 - 14.10 Supporting and Enhancing Human Cognition in the Digital Age, Niels Van Bekel (Aalborg University, DK)   
     
  • 14.10 - 15.10 Spotlight Presentations of Accepted Abstract  
     
  • 15.10 - 15.40 Coffee Break
     
  • 15.40 - 16.40 Spotlight Presentations of Accepted Abstract 
     
  • 17.30 Social Event at Asilo Ciani, co-organised with Lugano Living Lab: Sound Dialogues: the responsible use of AI in artistic creation (with Serena Cangiano, Caterina Moruzzi and Pierre Alexandre Tremblay) 
     
  • 20.30 Social Dinner (for invited speakers only) at Antica Osteria del Porto  

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  • 09.00 - 09.40 Generative AI Use in the Workflow of Creative professionals, A Longitudinal Study, Caterina Moruzzi (Edinburgh University, UK)
     
  • 9:40 - 10:20 Challenging Misleading Metaphors: Enabling Critical Practices and Discourses for Techno-fluent Musicians, Pierre Alexandre Tremblay (Conservatory of Italian Switzerland)
     
  • 10.20 - 10.50 Coffee Break  
     
  • 10.50 - 11.30 Walking the talk in Responsible AI : Assessing and ensuring Trustworthiness throughout the entire AI-life cycle, Ricardo Chavarriaga (ZHAW)
     
  • 11.30 - 12.20 Psychology of Human-AI Interaction, Sarah Seyr (Kamuno AG)
     
  • 12.20 - 13.40 Lunch 
     
  • 13.40 - 14.20 Responsible AI Design: Addressing Bias, Ethics, and AI Literacy Through an Intersectional Approach, Elisa Rubegni  (Lancaster University, UK / Dipartimento tecnologie innovative 精东影业, CH)
     
  • 14.20 - 15.00 What is trust? Implication for AI adoption, Felix Gilles (University of Zurich)
     
  • 15.00 Coffee break and Final Greetings

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Registration is available through the dedicated until 12:00 AM on March 4, 2025.

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