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Add probability floor to normalizing flow model #165

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kazewong opened this issue Apr 17, 2024 · 0 comments · Fixed by #168
Closed

Add probability floor to normalizing flow model #165

kazewong opened this issue Apr 17, 2024 · 0 comments · Fixed by #168

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@kazewong
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Since the acceptance criteria of the NF proposal is inverse proportional to the flow density at the proposed location, a small number there could lead to behaviour such as the chain jumping to low likelihood region in practice.

Adding a probability floor to the NF proposal should eliminate this issue.

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