Hi, thank you for the amazing work. After reading the paper, I have a few questions about the information gain function. In your work, you define it as the subtraction of the variance from prior to posterior (e.g., Equation[20][21]).
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Have you tried to only use the variance of prior or the variance of posterior as the information gain function?
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Is there any insight that you choose Equation[20][21] instead of the definition mentioned in 1?
Hi, thank you for the amazing work. After reading the paper, I have a few questions about the information gain function. In your work, you define it as the subtraction of the variance from prior to posterior (e.g., Equation[20][21]).
Have you tried to only use the variance of prior or the variance of posterior as the information gain function?
Is there any insight that you choose Equation[20][21] instead of the definition mentioned in 1?