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Published 20 hours ago • verified publisher icon automl

PriorAcquisitionFunction adapts Sampling

Open LukasFehring opened this issue 11 months ago • 0 comments

Description

The PriorAcquisitionFunction utilizes the distributions contained in the ConfigSpace for the prior. However, using these distributions will also adapt SAMCs sampling behavior. This needs to be changed. We, therefore, need to move the prior information out of the ConfigSpace. I will do this using a dictionary for now. I am open to proposals for a better structure.

Related

I will also fix https://github.com/automl/SMAC3/issues/1076 at the same time.

LukasFehring avatar Dec 23 '24 12:12 LukasFehring