The UAI 2022 Organizing Committee invites proposals for tutorials. The tutorials will be held at the 38th Conference on Uncertainty in Artificial Intelligence, on August 1st, 2022 in Eindhoven, Netherlands.
We seek proposals for tutorials on core areas that enjoy broad interest within the UAI community. We are interested in tutorials on established as well as emerging research topics within the field itself, but we also welcome tutorials from related research fields or application areas (e.g., computer vision, natural language processing, etc.). Important dates * Friday, March 11th, 2022: Tutorial proposals due. * Friday, April 15th, 2022: Acceptance notification. * Friday, August 1st, 2022: Tutorials date. Topics of interest: - Causal Inference & Machine Learning - Uncertainty Quantification - Reproducibility in ML - Advances in Deep Learning - Reinforcement Learning or Sequential Decision-Making - Fairness, Transparency, and/or Interpretability of AI - Graphical Models - Applications of UAI-relevant methods to specific scientific domains: e.g., neuroscience, economics, computational biology, physics, healthcare, etc. Proposals outside of these topics are entirely welcome. How to propose a tutorial Proposals are expected to have an overall length of 2 to 3 pages. They should provide sufficient information to evaluate the quality and importance of the topic, the likely quality of the presentation materials, and the speakers' teaching ability. Tutorials may be taught by more than one person to provide a richer, more balanced coverage of an area. When proposing a tutorial, please include the following sections: 1. Topic overview -- What will the tutorial be about? Why do you believe this is an interesting and significant subject for the UAI community? What existing literature will be covered? 2. Target audience -- From which areas do you expect potential participants to come? What prior knowledge, if any, do you expect from the audience? What will the participants learn? How many participants do you expect? 3. Tutorial length -- in previous years, tutorials were limited to a length of 2-3 hours. If you would like to spend more (or less) time than this, please indicate and motivate your preferred tutorial length. 4. Content details -- Provide a detailed outline of the topics to be presented, including estimates for the time that will be devoted to each subject. If possible, provide samples of past tutorial slides or teaching materials. In case of multiple presenters, specify how you will distribute the work. 5. Format -- How will you present the material? Will there be multimedia parts of the presentation? Do you plan software demonstrations? What software or programming languages might be involved? Will participants learn to use particular software as part of the tutorial? Specify any extraordinary technical equipment that you would need. 6. Organizers and presenters' expertise -- Please include the name, e-mail address, and webpage of all presenters. In addition, outline the presenters' background and include a list of publications in the tutorial area. Tutorial proposals should be submitted by March 11th, 2022: * via email to uai2022chairs+tutori...@gmail.com * with the subject line: "UAI 2022 Tutorial Proposal" * in PDF format For more information you can contact: Leila Wehbe & Daniel Malinsky Tutorial Co-Chairs UAI 2022 uai2022chairs+tutori...@gmail.com
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