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BMVA Technical Meeting: Cognitively inspired explainable perception-based A...

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Location

BCS (British Computer Society) in London.

5 Southampton St

London

WC2E 7HA

United Kingdom

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BMVA Symposium: Cognitively inspired explainable perception-based AI

Organisers: Serge Thill, University of Plymouth, Maria Riveiro, University of Skövde,

Keynotes: Alessandra Sciutti, Italian Institute of Technology, Brad Hayes, University of Colorado Boulder & Yiannis Demiris, Imperial College,

Background:

AI systems are increasingly present in everyday society, from simple computer systems to agents such as autonomous vehicles or social robots. In this context, several researchers have noted that it is critical to understand how human users perceive such systems - in particular, the degree to which they understand how the system works, and what mental models they build of the underlying algorithms. "Explainable AI" thus refers to AI systems that behave or provide the necessary information so that their working becomes comprehensible to the human user. The need for transparency and explanations in AI-based systems to support interpretability, understandability, and trust has been highlighted recently by multiple authors from disparate disciplines in both AI and HCI communities and is, for example, the focus of Google's People & AI research initiative.

Programme

09.00 – 09.30: Registration
09.30 – 09.40: Organisers’ introduction
09.40 – 10.20: Keynote 1: Alessandra Sciutti
10.20 – 10.40: Elin A. Topp, University of Lund
Generating meaningful clarification requests
10.40 – 11.00: Swen Gaudl, Metamakers Institute, Falmouth
A genetic programming approach to derive new reasoning agents that can be interpreted by human users
11.00 – 11.30: Coffee Break
11.30 – 11.50: Szonya Durant, Royal Holloway, University of London
Integrated Cognitive User Assistance for Multiple-Display Systems
11.50 – 12.10: Tarek Besold, City, University of London
Four notions of explainable AI
12.10 – 12.30: Henrik Svensson, University of Skövde
Situated and distributed cognition for explainable AI
12.30 – 13.30: Lunch break
13.30 – 14.10: Keynote 2: Brad Hayes
14.10 – 14.30: Tove Helldin, University of Skövde
Metrics for an explainable AI: A brief introduction
14.30 – 14.50: Sylvester Kacmarek, Imperial College, AI Transparency
14.50 – 15.10: Chris Russell, University of Surrey/Alan Turing Institute
Automated Decisions and the GDPR
15.10 – 15.50: Coffee break
15.50 – 16.30: Keynote 3: Yiannis Demiris
16.30 – 17.00: Discussion and conclusions

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Date and Time

Location

BCS (British Computer Society) in London.

5 Southampton St

London

WC2E 7HA

United Kingdom

View Map

Refund Policy

Refunds up to 1 day before event

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