8637 lines
773 KiB
8637 lines
773 KiB
%PDF-1.5
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9 0 obj
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<< /S /GoTo /D (Outline0.1) >>
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12 0 obj
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(Motivating examples)
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<< /S /GoTo /D (Outline0.2) >>
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16 0 obj
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(Robbins-Monro algorithm)
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17 0 obj
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<< /S /GoTo /D (Outline0.2.1.14) >>
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20 0 obj
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(Algorithm description)
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21 0 obj
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<< /S /GoTo /D (Outline0.2.2.20) >>
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24 0 obj
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(Illustrative examples)
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25 0 obj
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<< /S /GoTo /D (Outline0.2.3.22) >>
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28 0 obj
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(Convergence analysis)
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29 0 obj
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<< /S /GoTo /D (Outline0.2.4.31) >>
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32 0 obj
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(Application to mean estimation)
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33 0 obj
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<< /S /GoTo /D (Outline0.3) >>
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36 0 obj
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(Stochastic gradient descent)
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37 0 obj
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<< /S /GoTo /D (Outline0.3.1.36) >>
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40 0 obj
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(Algorithm description)
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41 0 obj
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<< /S /GoTo /D (Outline0.3.2.40) >>
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44 0 obj
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(Examples and application)
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45 0 obj
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<< /S /GoTo /D (Outline0.3.3.45) >>
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48 0 obj
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(Convergence analysis)
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49 0 obj
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<< /S /GoTo /D (Outline0.3.4.50) >>
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52 0 obj
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(Convergence pattern)
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53 0 obj
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<< /S /GoTo /D (Outline0.3.5.56) >>
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endobj
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56 0 obj
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(BGD, MBGD, and SGD)
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57 0 obj
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<< /S /GoTo /D (Outline0.4) >>
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endobj
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60 0 obj
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(Summary)
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endobj
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61 0 obj
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<< /S /GoTo /D [62 0 R /Fit] >>
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endobj
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64 0 obj <<
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/Length 440
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/Filter /FlateDecode
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>>
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