T-PRIME (NeurIPS social)

Martin Trapp and Antonio Vergari

t' ("t prime") is an open and inclusive space where researchers are engaged to share experience and ideas on tractable inference.

Vancouver Convention Centre

Why?In several real-world scenarios, decision making involves advanced reasoning under uncertainty, i.e., the ability to answer complex probabilistic queries. Typically, it is necessary to compute these answers in a limited amount of time. Moreover, in many domains, such as healthcare and economical decision making, it is crucial that the result of these queries is reliable, i.e. either exact or coming with approximation guarantees. In all these scenarios, tractable probabilistic inference and learning are becoming increasingly important. What?t' ("t prime") is an open and inclusive space where researchers and practitioners coming from different fields and backgrounds are engaged to share their experience and ideas on tractable inference. We want participants to get involved on a more practical level while having an informal and entertaining atmosphere. Specifically, we will host contributed hands-on sessions on practical advancements for tractable inference, such as recent software frameworks and support participants to form interest groups for hackathon-like sessions. We will provide light refreshments in the form of drinks and snacks for registered attendees and encourage researchers and practitioners to join in fruitful discussions related to research on tractable probabilistic inference and their application in fields outside of the community or in industrial settings.

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T-PRIME (NeurIPS social)

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T-PRIME (NeurIPS social)

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