From 3fdd3c6674acfecffa3ec734f0183f1df6a239c1 Mon Sep 17 00:00:00 2001 From: Stratis Ioannidis Date: Sun, 28 Oct 2012 15:16:26 -0700 Subject: file splitting --- intro.tex | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 intro.tex (limited to 'intro.tex') diff --git a/intro.tex b/intro.tex new file mode 100644 index 0000000..649e7de --- /dev/null +++ b/intro.tex @@ -0,0 +1,17 @@ + +\begin{itemize} + \item already existing field of experiment design: survey-like setup, what + are the best points to include in your experiment? Measure of the + usefulness of the data: variance-reduction or entropy-reduction. + \item nowadays, there is also a big focus on purchasing data: paid surveys, + mechanical turk, etc. that add economic aspects to the problem of + experiment design + \item recent advances (Singer, Chen) in the field of budgeted mechanisms + \item we study ridge regression, very widely used in statistical learning, + and treat it as a problem of budgeted experiment design + \item we make the following contributions: ... + \item extension to a more general setup which includes a wider class of + machine learning problems +\end{itemize} + + -- cgit v1.2.3-70-g09d2