last today - university of washington...1 t tp expected reward of anyonline alg 0 ifpick actin 1...

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Last time Today PAC learning a online learning Gradient descent SGD Must weight update Ig applicators including zero sum games Figure credits Arvin Blum slides Emily Fox 446 slides book on Boosting by Schapired Freund Nate Jensen GabrielleCohn is 0 3

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Page 1: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

Lasttime Today

PAC learning a online learningGradient descent SGD Must weightupdateIg

applicators includingzero sum games

Figure credits

Arvin Blum slidesEmily Fox 446 slidesbook on Boosting by SchapiredFreundNate Jensen GabrielleCohn

is 0 3

Page 2: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 3: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 4: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 5: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 6: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 7: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg

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Page 8: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg
Page 9: Last Today - University of Washington...1 t tp Expected reward of anyonline alg 0 ifpick actin 1 H's 2 IFT's A's F I It's T's1 Cvfyfceyhaew.t RegItisr ME offs o Thin's 1 onlinealg