From 3fdd3c6674acfecffa3ec734f0183f1df6a239c1 Mon Sep 17 00:00:00 2001
From: Stratis Ioannidis <stratis@stratis-Latitude-E6320.(none)>
Date: Sun, 28 Oct 2012 15:16:26 -0700
Subject: file splitting

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 intro.tex | 17 +++++++++++++++++
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 create mode 100644 intro.tex

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+
+\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

