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diff --git a/general.tex b/general.tex index e69de29..c90a439 100644 --- a/general.tex +++ b/general.tex @@ -0,0 +1,5 @@ +\subsection{Bayesian Experimental Design} +TODO: Introduce prior with covariance $\sigma^2 R$. Change in entropy/ mutual information is then ... So our scheme can be seen as Baysian prior with $R=I_d$. Extension of our main theorem. + +\subsection{Beyond Linear Models} +TODO: Independent noise model. Captures models such as logistic regression, classification, etc. Arbitrary prior. Show that change in the entropy is submodular (cite Krause, Guestrin). |