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...@@ -6,6 +6,20 @@ Tuesday, 7 July 2020 14:00 -- 18:00. For venue and registration information, ple ...@@ -6,6 +6,20 @@ Tuesday, 7 July 2020 14:00 -- 18:00. For venue and registration information, ple
This workshop (hosted by the [WebSci'20](https://websci20.webscience.org/) conference) will focus on socially-sensitive decisions made or assisted by AI systems which often involve more complex (e.g. machine learning) and opaque forms (also referred to as black-box algorithms) of underlying decision-making processes. The aim is to stimulate a lively debate on whether explanations for AI are computable or not by bringing together researchers, practitioners and representatives of AI (or AI-assisted) decision-making systems. This workshop (hosted by the [WebSci'20](https://websci20.webscience.org/) conference) will focus on socially-sensitive decisions made or assisted by AI systems which often involve more complex (e.g. machine learning) and opaque forms (also referred to as black-box algorithms) of underlying decision-making processes. The aim is to stimulate a lively debate on whether explanations for AI are computable or not by bringing together researchers, practitioners and representatives of AI (or AI-assisted) decision-making systems.
Call for papers: [https://easychair.org/cfp/exAI2020](https://easychair.org/cfp/exAI2020) Call for papers: [https://easychair.org/cfp/exAI2020](https://easychair.org/cfp/exAI2020)
## Schedule
1. Brief welcome and introduction to the workshop from the organizers. Duration: 5 minutes.
2. Invited speaker: Presentation of the PLEAD project. Duration: 15 minutes.
3. Position Papers Session – Arguments for and against computable explanations for AI. Duration: 1 hour.
- Jennifer Cobbe and Jatinder Singh, University of Cambridge: Reviewable Automated Decision-Making
- Perry Keller, King’s College London: Paternalism in the public governance of explainable AI
- Kieron O’Hara, University of Southampton: In No Circumstances Can or Should Explanations of AI Outputs in Sensitive Contexts Be Wholly Computable
- Simon Parsons et al., University of Lincoln: Trust in Human Machine Partnerships
4. Coffee break. Duration: 15 minutes.
5. Discussion Session – Interactive discussion on computable explanations, Q&A with the authors. Duration: 1 hour.
6. Brief closing statement from the organizers. Duration: 10 minutes.
## Description ## Description
Automated decision making continues to be used for a variety of purposes within a multitude of sectors. Ultimately, what makes a 'good' explanation is a focus not only for the designers and developers of AI systems, but for many disciplines, including law, philosophy, psychology, history, sociology and human-computer interaction. The principal objective of this workshop is to build a cross-sectoral, multi-disciplinary and international network of people focusing on explanations for AI, and an agenda to drive this work forward. Automated decision making continues to be used for a variety of purposes within a multitude of sectors. Ultimately, what makes a 'good' explanation is a focus not only for the designers and developers of AI systems, but for many disciplines, including law, philosophy, psychology, history, sociology and human-computer interaction. The principal objective of this workshop is to build a cross-sectoral, multi-disciplinary and international network of people focusing on explanations for AI, and an agenda to drive this work forward.
...@@ -62,13 +76,6 @@ Successful authors will have the opportunity to showcase their work in the form ...@@ -62,13 +76,6 @@ Successful authors will have the opportunity to showcase their work in the form
## Date and venue ## Date and venue
Tuesday, 7 July 2020 14:00 -- 18:00. The workshop will be delivered online, the WebSci conference is organised by the University of Southampton, UK. Tuesday, 7 July 2020 14:00 -- 18:00. The workshop will be delivered online, the WebSci conference is organised by the University of Southampton, UK.
## Schedule
- Brief welcome and introduction to the workshop from the organizers. Duration: 5 minutes.
- Invited speaker. Duration: 15 minutes.
- Position Papers Session – Arguments for and against computable explanations for AI. Duration: 1 hour.
- Coffee break. Duration: 15 minutes.
- Discussion Session – Interactive discussion on computable explanations, Q&A with the authors. Duration: 1 hour.
- Brief closing statement from the organizers. Duration: 10 minutes.
## Contact ## Contact
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