From a13116fa67cd0811c8660d38e20500433bb7a3a3 Mon Sep 17 00:00:00 2001 From: jeanpouget-abadie Date: Tue, 19 May 2015 01:15:33 +0200 Subject: fixed typos --- paper/sections/model.tex | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) (limited to 'paper/sections/model.tex') 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: -- cgit v1.2.3-70-g09d2