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Note on Days 2 and 3:
During the break-out sessions, participants will be separated in 3-4 groups for idea generation on a given topic:
Every participant is a ‘Citizen’ and can actively participate in these groups.
Every group is managed by a ‘Moderator’.
Before each break-out session, a panel of 3-4 members will introduce the session topic and provide a few lines of discussion and point starters. Each will then moderate a discussion group. They will later summarise the discussions to the whole audience and coordinate follow-up exchanges.
Monday, 11 January 2021
Monday, 11 January 2021
Themes:
Aligned/diverging industrial AI robustness challenges.
A.I. shortcomings.
Mid-, long-term solutions.
Moderator: Workshop organisers
Panel: Vahid Hashemi - Romaric Redon - Guillaume Soudain - Mireille Hildebrandt
Tuesday, 12 January 2021
Tuesday, 12 January 2021
Themes:
Adversarial attacks: a true threat to real-life applications?
How can empirical verification be used in an industrial qualification/certification framework?
Where lies the balance between A.I. architecture complexity and vulnerability to attacks?
Moderator: Mykel Kochenderfer
Panel: Nicolas Papernot - Pin-Yu Chen - Bo Li
Wednesday, 13 January 2021
Wednesday, 13 January 2021
Themes:
Scalability
Complementarity of techniques?
Moderator: Vahid Hashemi
Panel: Huan Zhang - Jeannette Wing - Changliu Liu
Thursday, 14 January 2021
Thursday, 14 January 2021
Themes:
How will current and future research on robustness assessment techniques solve A.I. industrial challenges?
Ways forward & research road map
Future collaboration: Favoured means & platforms?
The workshop legacy
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