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  17. \zref@newlabel{zref@38}{\abspage{18}\page{11}\pagevalue{11}}

  18. \zref@newlabel{footdir@77}{\abspage{18}}

  19. \zref@newlabel{zref@37}{\abspage{18}\page{11}\pagevalue{11}}

  20. \zref@newlabel{footdir@82}{\abspage{18}}

  21. \zref@newlabel{footdir@78}{\abspage{18}}

  22. \zref@newlabel{footdir@80}{\abspage{18}}

  23. \citation{Gai_piecewise}

  24. \citation{lecun_sgd}

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  30. \zref@newlabel{footdir@87}{\abspage{19}}

  31. \zref@newlabel{zref@41}{\abspage{19}\page{12}\pagevalue{12}}

  32. \zref@newlabel{footdir@89}{\abspage{19}}

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  37. \zref@newlabel{footdir@88}{\abspage{19}}

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  40. \citation{Graepel_2010}

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  60. \zref@newlabel{footdir@110}{\abspage{20}}

  61. \zref@newlabel{footdir@93}{\abspage{20}}

  62. \zref@newlabel{footdir@95}{\abspage{20}}

  63. \zref@newlabel{footdir@97}{\abspage{20}}

  64. \zref@newlabel{footdir@99}{\abspage{20}}

  65. \zref@newlabel{footdir@101}{\abspage{20}}

  66. \zref@newlabel{footdir@103}{\abspage{20}}

  67. \zref@newlabel{footdir@105}{\abspage{20}}

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  70. \zref@newlabel{footdir@111}{\abspage{21}}

  71. \zref@newlabel{zref@52}{\abspage{21}\page{14}\pagevalue{14}}

  72. \zref@newlabel{footdir@113}{\abspage{21}}

  73. \zref@newlabel{zref@53}{\abspage{21}\page{14}\pagevalue{14}}

  74. \zref@newlabel{footdir@117}{\abspage{21}}

  75. \zref@newlabel{zref@55}{\abspage{21}\page{14}\pagevalue{14}}

  76. \zref@newlabel{footdir@115}{\abspage{21}}

  77. \zref@newlabel{zref@54}{\abspage{21}\page{14}\pagevalue{14}}

  78. \zref@newlabel{footdir@119}{\abspage{21}}

  79. \zref@newlabel{footdir@112}{\abspage{21}}

  80. \zref@newlabel{footdir@114}{\abspage{21}}

  81. \zref@newlabel{footdir@116}{\abspage{21}}

  82. \zref@newlabel{footdir@118}{\abspage{21}}

  83. \@writefile{toc}{\contentsline {subsection}{\numberline {2-1-2}ماشین‌های فاکتورگیری}{15}{subsection.2.1.2}}

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  85. \zref@newlabel{zref@56}{\abspage{22}\page{15}\pagevalue{15}}

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  88. \zref@newlabel{zref@57}{\abspage{22}\page{15}\pagevalue{15}}

  89. \zref@newlabel{footdir@124}{\abspage{22}}

  90. \zref@newlabel{zref@58}{\abspage{22}\page{15}\pagevalue{15}}

  91. \zref@newlabel{footdir@126}{\abspage{22}}

  92. \zref@newlabel{zref@59}{\abspage{22}\page{15}\pagevalue{15}}

  93. \zref@newlabel{footdir@128}{\abspage{22}}

  94. \zref@newlabel{zref@60}{\abspage{22}\page{15}\pagevalue{15}}

  95. \zref@newlabel{footdir@130}{\abspage{22}}

  96. \zref@newlabel{zref@61}{\abspage{22}\page{15}\pagevalue{15}}

  97. \zref@newlabel{footdir@134}{\abspage{22}}

  98. \zref@newlabel{footdir@121}{\abspage{22}}

  99. \zref@newlabel{footdir@123}{\abspage{22}}

  100. \zref@newlabel{footdir@125}{\abspage{22}}

  101. \zref@newlabel{footdir@127}{\abspage{22}}

  102. \zref@newlabel{footdir@129}{\abspage{22}}

  103. \zref@newlabel{footdir@131}{\abspage{22}}

  104. \citation{Rendle:2010ja}

  105. \zref@newlabel{footdir@132}{\abspage{23}}

  106. \zref@newlabel{zref@62}{\abspage{23}\page{16}\pagevalue{16}}

  107. \@writefile{toc}{\contentsline {subsubsection}{ماشین‌های فاکتورگیری ساده\cite  {Rendle:2010ja}}{16}{section*.8}}

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  109. \zref@newlabel{zref@63}{\abspage{23}\page{16}\pagevalue{16}}

  110. \zref@newlabel{footdir@139}{\abspage{23}}

  111. \zref@newlabel{footdir@133}{\abspage{23}}

  112. \zref@newlabel{footdir@136}{\abspage{23}}

  113. \citation{Juan_fieldawarefm1}

  114. \citation{Juan_fieldawarefm2}

  115. \zref@newlabel{footdir@137}{\abspage{24}}

  116. \zref@newlabel{zref@64}{\abspage{24}\page{17}\pagevalue{17}}

  117. \zref@newlabel{footdir@140}{\abspage{24}}

  118. \zref@newlabel{zref@65}{\abspage{24}\page{17}\pagevalue{17}}

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  120. \zref@newlabel{footdir@142}{\abspage{24}}

  121. \zref@newlabel{footdir@138}{\abspage{24}}

  122. \zref@newlabel{footdir@141}{\abspage{24}}

  123. \citation{Pan_fieldweightedfm}

  124. \@writefile{toc}{\contentsline {subsubsection}{ماشین‌های فاکتورگیری با فیلد‌های وزن‌دار\cite  {Pan_fieldweightedfm}}{18}{section*.10}}

  125. \citation{Freudenthaler2011BayesianFM}

  126. \zref@newlabel{footdir@143}{\abspage{26}}

  127. \zref@newlabel{zref@66}{\abspage{26}\page{19}\pagevalue{19}}

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  130. \zref@newlabel{footdir@144}{\abspage{26}}

  131. \citation{Pan_sparsefm}

  132. \zref@newlabel{footdir@146}{\abspage{27}}

  133. \zref@newlabel{zref@67}{\abspage{27}\page{20}\pagevalue{20}}

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  145. \citation{Xiao_afm}

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  154. \@writefile{toc}{\contentsline {subsubsection}{ماشین فاکتورگیری با توجه\cite  {Xiao_afm}}{21}{section*.12}}

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  163. \citation{srivastava2014dropout}

  164. \citation{tikhonov1943stability}

  165. \citation{journals/corr/ZhangYS17aa}

  166. \zref@newlabel{footdir@168}{\abspage{29}}

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  173. \citation{Chen_deepctr}

  174. \citation{he2015residual}

  175. \citation{Nair_relu}

  176. \citation{Guo_embedding_2016}

  177. \@writefile{toc}{\contentsline {subsection}{\numberline {2-1-3}روش‌های ژرف}{23}{subsection.2.1.3}}

  178. \@writefile{toc}{\contentsline {subsubsection}{‌مدل ژرف پیش‌بینی نرخ کلیک\cite  {Chen_deepctr}}{23}{section*.13}}

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  180. \zref@newlabel{zref@78}{\abspage{30}\page{23}\pagevalue{23}}

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  187. \zref@newlabel{footdir@174}{\abspage{30}}

  188. \zref@newlabel{footdir@176}{\abspage{30}}

  189. \citation{ioffe2015batch}

  190. \citation{Guo_deepfm1}

  191. \citation{Guo_deepfm2}

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  204. \@writefile{toc}{\contentsline {subsubsection}{ماشین فاکتورگیری ژرف\cite  {Guo_deepfm1, Guo_deepfm2}}{24}{section*.14}}

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  206. \zref@newlabel{footdir@178}{\abspage{31}}

  207. \zref@newlabel{footdir@180}{\abspage{31}}

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  217. \@writefile{toc}{\contentsline {subsubsection}{مدل وسیع و ژرف\cite  {Cheng_wideanddeep}}{25}{section*.15}}

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  227. \citation{Wang_asae}

  228. \citation{Ballard_autoencoder}

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  245. \zref@newlabel{footdir@207}{\abspage{34}}

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  248. \citation{Gai_piecewise}

  249. \citation{Graepel_2010}

  250. \citation{Rendle:2010ja}

  251. \citation{Juan_fieldawarefm1}

  252. \citation{Juan_fieldawarefm2}

  253. \citation{Pan_fieldweightedfm}

  254. \citation{Freudenthaler2011BayesianFM}

  255. \citation{Pan_sparsefm}

  256. \citation{Xiao_afm}

  257. \citation{Chen_deepctr}

  258. \citation{Guo_deepfm1}

  259. \citation{Guo_deepfm2}

  260. \citation{Cheng_wideanddeep}

  261. \citation{Wang_asae}

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