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In your blog post you have
Shouldn't that be
I think in your formulation tr(Σ(Χ)) should be tr(Σ^(-1)(Χ)) μ(Χ)^(Τ) μ(Χ) should be μ(Χ)^(Τ) Σ^(-1)(Χ) μ(Χ) -log(det(Σ(Χ))) should be +log(det(Σ(Χ)))
tr(Σ(Χ))
tr(Σ^(-1)(Χ))
μ(Χ)^(Τ) μ(Χ)
μ(Χ)^(Τ) Σ^(-1)(Χ) μ(Χ)
-log(det(Σ(Χ)))
+log(det(Σ(Χ)))