RAI@KDD2021: Workshop Measures and Best Practices for Responsible AI Singapore Singapore, Singapore, August 14-18, 2021 |
Conference website | https://sites.google.com/view/responsible-ai-kdd2021/home |
Submission link | https://easychair.org/conferences/?conf=raikdd2021 |
Submission deadline | May 30, 2021 |
Call for papers
We invite contributions towards
(i) measures and metrics which help in determining the trustworthiness of a model/dataset,
(ii) datasets which help assess/enhance task performance, reliability and inclusivity,
(iii) assessment or remediation tools for fairer, more transparent, robust, and reliable models, and
(iv) case studies describing responsible development and deployment of AI systems across fields such as healthcare, financial services, insurance, etc.
The measures, datasets, mitigation techniques, and best practice guidelines could focus on different areas including (but not restricted to) the following:
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Fairness and Bias
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Robustness
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Reliability and Safety
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Interpretability
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Explainability
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Ethical AI
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Causal Inference
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Counterfactual Example Analysis
We also invite demos, negative results, limitations, and trade-offs in responsible AI approaches as well as case studies describing end-to-end implementations
of responsible AI models in different applications across diverse fields such as finance, healthcare and beyond.
Important Dates
- May 10th, 2021: Submission Date
- June 10th, 2021: Notification of Acceptance
- June 30th, 2021: Camera-ready papers due
- Aug 14th - 18th, 2021: KDD
Submission Policy
All submissions will be double-blind peer reviewed (with author names and affiliations removed) by the program committee and judged by their relevance to the workshop themes. Accepted and under-review papers are allowed to submit to the workshop. We invite short papers of length 4 pages plus unlimited pages for references and supplementary material. Accepted papers will be presented at the workshop as oral/poster presentations. To allow for dual submission, at the discretion of the authors, accepted submissions will be archived on the website. Please note that at least one of the authors of each accepted paper must register for the workshop and present the paper. Please submit papers in the ACM Proceedings Template, Tighter Alternate format at https://easychair.org/conferences/?conf=raikdd2021.
CONTACT: responsible-ai-kdd@googlegroups.com