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Questions tagged [feedback-loop]

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Feedback Loop in Prophet Model (Using predicted vs Actual data to improve future predictions)

I am working on a sales dataset which has historical sales on a daily basis for 10 products (SKU) ranging through 2 years on a daily basis up to date (Including zeros for days with no sales). To ...
Russel Osiemo's user avatar
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What process actually takes place during audio feedback suppression machine learning

After training a neural network (NN) to tell the difference between a clean audio signal and a signal with a specific "noise", what is the mechanics that actually takes place where an unseen ...
Joe's user avatar
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Are there any established approaches for dealing with a Degenerate Feedback Loop?

Scenario: I develop a model which forecasts the likely sales success of a particular enquiry based on outcomes of past similar enquiries. I then assign this likelihood score to new enquiries when they ...
Ian's user avatar
  • 111
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505 views

What is degenerate feedback loop and how to detect and prevent it?

The degenerate feedback loop often makes machine learning models fail, then how to detect and prevent it?
Lerner Zhang's user avatar