Dear all,

We are excited to announce that our team at "Epistemic AI" (
https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.epistemic-ai.eu%2F&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772507284%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=j1r%2F3DHX2AoUCMSIqzC1j%2FoREaJ1RCQqO4r%2F%2FporbSg%3D&reserved=0)
 are the organizers of the upcoming #UAI
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2023
workshop on "Epistemic Uncertainty in Artificial Intelligence"

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as part of our #horizon2020
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Epistemic
AI #EU
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 project:

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E-pi @UAI 2023 aims to raise awareness around the modelling of epistemic
#uncertainty
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 in #AI
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 and #machinelearning
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a rapidly emerging topic in the #artificialintelligence
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community
represented at UAI.

As we aim for the broadest possible involvement, we invite the submission
of peer-reviewed papers covering the following topics:

- Model uncertainty estimation
- Robustness to distribution shift
- Out-of-distribution generalisation
- Model adaptation
- Datasets and protocols for evaluating uncertainty and #robustness
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- Conformal prediction
- Distribution-free uncertainty quantification
- #optimisation
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under
uncertainty
- Uncertainty estimation using deep ensembles
- #bayesian
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 #deeplearning
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(approximate
inference, Bayesian deep #reinforcementlearning
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)
- Deep recognition models for #variational
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 inference
- Epistemic learning
- Uncertainty in real-world applications (e.g. #autonomousdriving
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, #healthcare
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, #languagemodels
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).

The list is not exhaustive.

Papers submitted to E-pi @UAI 2023 will need to follow the UAI format.
Submission takes place via CMT:

https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Flnkd.in%2Fezqa4EKr&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=0qAORxeIuEb2xLgi8XnzNH4uvjmj35jw4pbCVJzONWc%3D&reserved=0

We will award prizes for the best paper and the best student paper, and
consider the publication of a #proceedings
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volume,
subject to attracting a sufficient number of high-quality papers.

The event features invited speaker of the calibre of Gert de Cooman
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 (Ghent),
Marco Zaffalon (IDSIA USI-SUPSI
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 Yarin
Gal 
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(University
of Oxford 
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 and Aaditya Ramdas
(Carnegie Mellon University
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcarnegie-mellon-university%2F&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=XaMBlDt4BNNJ9M4leC8%2B5wjHHoaAwjkLquVdk7Lqyow%3D&reserved=0>).

Organizers:  Prof. Fabio Cuzzolin
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAAAW5OSgBrV7rQei3wMC_5Dj5_9UA8fT7kp4&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=TONHADFjgHoNg1bF9Q2etjh5nX5w7c7VWGmchFNtYtY%3D&reserved=0>
 (Oxford
Brookes University 
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foxfordbrookes%2F&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=C5S1SwypR84K%2BfTTZFMiKSW9DJwLt6CJIdHLD8hptmo%3D&reserved=0>,
Institute for Ethical AI), Prof. Matthijs Spaan
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAAABuZvQBUmRsIwcWyuOQzCdwxRCnl4gmvYs&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=Ad85YPxad46RtGx8ofLWV2Ud9URYSX32%2FJ6cZRrR6YM%3D&reserved=0>
 (Delft
University of Technology 
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftudelft%2F&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=gMHw5QOYVCSjVu4rgjlvOEQj0vh9IkMgvWbt7DqzxrY%3D&reserved=0>),
Dr. Keivan
Shariatmadar
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAAAE6jrgBmY4d4IMHUJmUIRuO7eXy94ZykYo&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=l%2BU0G9KRn0G0wDupabcpJpRh0MYpyYkV2psEDACssss%3D&reserved=0>
 (KU
Leuven 
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fku_leuven%2F&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=lBW7kFk8h9TRLRXnPjwBwu%2FJ0ysDbp5XT5BMpVJkxqE%3D&reserved=0>),
 Dr. Dr. Maryam
Sultana
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAACxromIBQR5oqTmUl8ls6iGNjllz4qLU9EU&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=EYbuM3lmf2uoGnwTvXe15LTtbFVW5YlrlmOUhtZjDzg%3D&reserved=0>
 (Oxford
Brookes), Kaizheng Wang
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAADC3BF8BkJcMPR_aQjckFe2FmxIxQEfxA0Y&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=wwB7fIMiOxHWm%2Fpk%2FSxZ54DzhgFVA5YgvIejj4Ce4qU%3D&reserved=0>
 (KU
Leuven), and Shireen Kudukkil Manchingal
<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fin%2FACoAACAgwAUBDEgeJrgRWuiOmblKtwHY8bzUVkU&data=05%7C01%7Cuai%40engr.orst.edu%7C78c60a87bd2a4e51e7d808db65d0d0f0%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638215719772663508%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=9qgXGoQ50YcXLWIvDaJ6gG7LpR%2FndzWWnXnqiPAPgVw%3D&reserved=0>
 (Oxford
Brookes).

Submission deadline: June 10, 2023, 23:59 anywhere on Earth.

Looking forward to seeing you at the E-pi @UAI 2023 workshop!

-- 
*Shireen Kudukkil Manchingal*

PhD candidate, Epistemic AI
*Visual Artificial Intelligence Laboratory (VAIL)*

School of Engineering, Computing and Mathematics (ECM)
Oxford Brookes University, Wheatley Campus
Oxford, UK
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