From: Nina Poth
The deadline for abstract submissions is extended until 15th February 2022. Please share widely.
We invite submissions of abstracts (500-750 words, see below) for a 2-day workshop on “Bayesian learning and reasoning” to take place on 11th & 12th July 2022 at Ruhr-Universität Bochum. The event is planned to be held in a hybrid format (partly online and partly in person) at the campus of the Ruhr-Universität Bochum.
Keynote speakers
Ulrike Hahn (BBK)
Josh Tenenbaum (MIT)
Nico Orlandi (UCSC)
Workshop description
Everyday learning and reasoning challenges us to make inferences and decisions given limited evidence, time and resources, and under constantly changing environmental conditions. Bayesian inference is a widely used method in cognitive science for modelling learning and reasoning by capturing the probabilistic relations between incoming data and prior knowledge structures and the way they should be combined to generate better predictions. These predictions are increasingly often characterised by proponents of the Bayesian Brain Hypothesis on the subpersonal level of cognition as the ‘brain’s guesses’ about the world. However, this characterisation leaves many open questions to be addressed. For example, how exactly do these guesses interact and integrate with existing knowledge to form novel predictions? In what sense can changes in these predictions over time be considered optimal solutions to everyday learning and reasoning problems? Finally, how does this way of looking at cognition stand to more traditional philosophical and psychological approaches to learning and reasoning? The aim of this 2-day international workshop is to foster a greater understanding of how Bayesian models can support cognitive scientists to form new explanations of the interactions between knowledge, learning, and reasoning under uncertainty. Example topics include, but are not limited to:
Abstracts should be 500-750 words in length and should summarise a paper that can be presented in no more than 25 minutes. Please prepare your abstract for anonymous review and submit it to nina...@rub.de by 31st December 2021. Abstracts should include up to five key references. Members of underrepresented groups and graduate students are especially invited to apply. If you have any questions, please contact Nina Poth (nina...@rub.de).
Organisers
Corina Strößner
Krzystof Dolega
Nina Poth