\relax 
\@nameuse{bbl@beforestart}
\babel@aux{english}{}
\@writefile{toc}{\contentsline {chapter}{\numberline {1}Lecture 1 - 09-03-2020}{2}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {1.1}Introduction}{2}\protected@file@percent }
\@writefile{toc}{\contentsline {chapter}{\numberline {2}Lecture 2 - 07-04-2020}{5}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {2.1}Argomento}{5}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {2.2}Loss}{5}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2.1}Absolute Loss}{5}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2.2}Square Loss}{6}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2.3}Example of information of square loss}{6}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2.4}labels and losses}{7}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2.5}Example TF(idf) documents encoding}{9}\protected@file@percent }
\@writefile{toc}{\contentsline {chapter}{\numberline {3}Lecture 3 - 07-04-2020}{11}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {3.1}Overfitting}{13}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {3.1.1}Noise in the data}{13}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {3.2}Underfitting}{14}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {3.3}Nearest neighbour}{15}\protected@file@percent }
\@writefile{toc}{\contentsline {chapter}{\numberline {4}Lecture 4 - 07-04-2020}{17}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {4.1}Computing $h_{NN}$}{17}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {4.2}Tree Predictor}{18}\protected@file@percent }
\@writefile{toc}{\contentsline {chapter}{\numberline {5}Lecture 5 - 07-04-2020}{21}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {5.1}Tree Classifier}{21}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {5.2}Jensen’s inequality}{22}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {5.3}Tree Predictor}{24}\protected@file@percent }
\@writefile{toc}{\contentsline {section}{\numberline {5.4}Statistical model for Machine Learning}{25}\protected@file@percent }
\@writefile{toc}{\contentsline {chapter}{\numberline {6}Lecture 6 - 07-04-2020}{27}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {chapter}{\numberline {7}Lecture 7 - 07-04-2020}{28}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {chapter}{\numberline {8}Lecture 8 - 07-04-2020}{29}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {chapter}{\numberline {9}Lecture 9 - 07-04-2020}{30}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {chapter}{\numberline {10}Lecture 10 - 07-04-2020}{31}\protected@file@percent }
\@writefile{lof}{\addvspace {10\p@ }}
\@writefile{lot}{\addvspace {10\p@ }}
\@writefile{toc}{\contentsline {section}{\numberline {10.1}TO BE DEFINE}{31}\protected@file@percent }
\bibstyle{abbrv}
\bibdata{main}