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diff --git a/paper/sections/model.tex b/paper/sections/model.tex index ecf5ad6..ec2da8b 100644 --- a/paper/sections/model.tex +++ b/paper/sections/model.tex @@ -253,7 +253,7 @@ problem: \hat{\Theta} \in \argmax_{\Theta} \frac{1}{n} \mathcal{L}(\Theta\,|\,x^1,\ldots,x^n) - \lambda\|\Theta\|_1 \end{displaymath} -where $\lambda$ is the regularization factor which helps preventing +where $\lambda$ is the regularization factor which helps prevent overfitting and controls the sparsity of the solution. The generalized linear cascade model is decomposable in the following sense: |