New Foundations for Human-Centered AI
A full day workshop, part of ECAI-2020.
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1st International Workshop on New Foundations for Human-Centered AI |
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September 4, 2020. Virtual Santiago de Compostela, Spain.
A full day workshop, part of ECAI-2020. |
The main question addressed by this workshop is: what are the scientific and technological gaps that we have to fill in order to make AI systems human-centered, in terms of the ethics guidelines set by the European High Level Expert Group? To answer this question, we will leverage three strategic keynote talks, presenting the ethics guidelines and the scientific and technological approach by two major European projects; a number of contributed presentations in plenary and poster sessions; and live collaborative sessions featuring joint work and guided discussions.
The workshop runs entirely online, using the following tools:
You can join the workshop via the Digital ECAI platform here.
Note: all times are CEST!
| 09:00 | Workshop starts | ||
| 09:00 | Welcome and Introduction | Workshop organizers | |
| 09:10 |
Keynote talk
(Moderator: Luciano Serafini) |
Teresa Scantamburlo: "The HLEG ethics guidelines" |
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| Discussion: Technical implications of the HLEG ethics guidelines | |||
| 09:50 |
Session "AI and humans"
(Moderator: Giuseppe Amato) |
Bias in machine learning - what is it good for?
(Thomas Hellström, Virginia Dignum, Suna Bensch) |
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Personal dynamic memories are necessary to deal with
meaning and understanding in human-centric AI
(Luc Steels) |
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| 10:30 | Coffee break | ||
| 10:50 |
Session "Explainable AI"
(Moderator: Ilaria Tiddi) |
LionForests: local interpretation of random forests
(Ioannis Mollas, Nick Bassiliades, Ioannis Vlahavas, Grigorios Tsoumakas) |
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A new OWLAPI interface for HEX-programs applied to
explaining contingencies in production planning
(Peter Schüller) |
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| 11:30 | Short paper picthes
(Moderator: Alessandro Saffiotti) |
Seven two-minute elevator pitches | |
| 11:45 | Parallel
interactive sessions
(Rooms will remain open over the lunch break) |
How to center AI on humans
(Frank Dignum, Virginia Dignum) |
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Identifying the "Right" Level of Explanation in a
Given Situation
(Valérie Beaudoin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence D'alché-Buc, James Eagan, Winston Maxwell, Pavlo Mozharovskyi, Jayneel Parekh) |
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Opening the Software Engineering Toolbox for the
Assessment of Trustworthy AI
(Mohit Ahuja, Mohamed-Bachir Belaid, Pierre Bernabe, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker) |
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Inference in Relational Neural Machines
(Giuseppe Marra, Francesco Giannini, Faggi Lapo, Michelangelo Diligenti, Marco Gori, Marco Maggini) |
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An
Agile Framework for Trustworthy AI
(Stefan Leijnen, Huib Aldewereld, Rudy van Belkom, Roland Bijvank, Roelant Ossewaarde) |
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Mediating Joint Intention with a Dialogue Management
System
(Michele Persiani, Maitreyee Tewari) |
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Unsupervised Vehicle Counting via Multiple Camera
Domain Adaptation
(Luca Ciampi, Carlos Santiago, Joao Paulo Costeira, Claudio Gennaro, Giuseppe Amato) |
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| 12:15 | Lunch break | ||
| 13:30 |
Keynote talks
(Moderator: Luciano Serafini) |
Alessandro Saffiotti: "Human-centered AI: the AI4EU view"" |
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| Paul Lukowicz: "Human-centered AI: the HumanE-AI view" | |||
| Discussion: Technical answers to the HLEG ethics guidelines | |||
| 14:20 |
Session "Collaborative AI"
(Moderator: Pedro Lima) |
Collaborative-AI: social robots accompanying and
approaching people
(Alberto Sanfeliu, Anais Garrell, Ely Repiso) |
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On human-AI collaboration in artistic performance
(Alessandro Saffiotti, Peter Fogel, Peter Knudsen, Luis de Miranda, Oscar Thörn) |
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| 15:00 |
Group work (part 1)
(Moderator: Alessandro Saffiotti) |
Introduction to the virtual brain walk |
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| Virtual brain walk | |||
| 15:30 | Coffee break | ||
| 15:50 | Group work (part 2) | Outcomes of the virtual brain walk | |
| 16:00 |
Session "Integrative AI"
(Moderator: Jasmin Grosinger) |
Teaching the old dog new tricks: supervised learning
with constraints
(Fabrizio Detassis, Michele Lombardi, Michela Milano) |
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Injecting domain knowledge in neural networks: a
controlled experiment on a constrained problem
(Mattia Silvestri, Michele Lombardi, Michela Milano) |
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| 16:40 | Closing session | Workshop organizers | |
| 17:00 | Workshop ends | ||
[ Workshop Home ]
This worskhop is jointly organized by AI4EU, the EU landmark project to develop a European AI on-demand platform and ecosystem; and by Humane-AI, the EU FET preparatory action devoted to designing a European research agenda for Human Centered AI.
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Last updated on September 3, 2020 by A. Saffiotti