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Remote Participation
Towards FAIR for Machine Learning Models
Session Leader
Additional Session Leaders
Event Type
Birds of a Feather
Tags
Online Only
Machine Learning and Artificial Intelligence
Registration Categories
TP
XO / EX
TimeThursday, 18 November 202112:15pm - 1:15pm CST
LocationOnline
DescriptionMachine learning (ML) is increasingly used in HPC, both for training new models and testing/using existing models. To make efficient use of HPC and human resources, it's essential to effectively share developed ML models, and to think of them as products, like data and software; this can be done by applying the FAIR principles to them. This BoF will discuss FAIR for ML models, and aim to bring HPC ML researchers together with the larger ML and information systems communities. It will be 1/4 presentation and 3/4 discussion of bottlenecks and future community activities/organization.
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