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aterenin committed Jul 30, 2024
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# Call for Submissions



We invite researchers to submit work for the NeurIPS 2024 workshop on Bayesian Decision-making and Uncertainty, to be held on December 14-15, 2024. We welcome submissions in areas including, but not limited to:

* Decision-making under uncertainty
* Bayesian optimization
* Probabilistic modeling
* Gaussian processes
* Active learning
* Uncertainty quantification
* Spatiotemporal modeling
* Sequential experimental design
* Forecasting for dynamical systems
* Bayesian methods for large language models and frontier AI
* Scaling Bayesian methods to handle complex, high-dimensional data and models
* Applications in scientific discovery, drug design, hyperparameter tuning, environmental monitoring, robotics and other domains

Submission Guidelines:

* Submissions should be in the form of a 4-page extended abstract using the [workshop's LaTeX style](bdu_2024.sty).
* Manuscripts should be anonymized in accordance with the [same rules as NeurIPS papers](https://neurips.cc/Conferences/2024/CallForPapers).
* References and appendices may extend beyond the 4-page limit. We encourage the use of BibLaTeX.
* If the submitted work has previously appeared in a journal or refereed workshop/conference proceedings, including the current NeurIPS proceedings, the workshop submission should extend the previous work.
* Submission should be done via OpenReview: this is currently in process of being created, a link will be updated here shortly.

Important Dates:

* Submission deadline: **August 29, 2024**
* Notification of acceptance: **September 29, 2024**
* Workshop dates: **December 14-15, 2024**
* Code of Conduct: Participants must agree to adhere to the NeurIPS code of conduct.



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# Speakers

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