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diff --git a/general.tex b/general.tex index 589b176..cb2154b 100644 --- a/general.tex +++ b/general.tex @@ -67,4 +67,6 @@ eigenvalue is larger than 1. Hence $\log\det R\geq 0$ and an approximation on $\tilde{V}$ gives an approximation ration on $V$ (see discussion above). \subsection{Beyond Linear Models} +Selecting experiments that maximize the information gain in the Bayesian setup leads to a natural generalization to other learning examples beyond linear regression. In particular, suppose that the measurements + 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). |