Consider a variant of the Winnow algorithm, which sets Wi,t+1 ←4 Wi,t when it makes a mistake on positive examples and sets Wit+1 ← Wit / 8 when it makes a mistake on negative examples. What is the tightest upper bound for the number of algorithm mistakes for learning monotone disjunctions? (Ignore lower-order terms and only indicate the largest asymptotic term.) a. (44k/9) log n b. (31k/14) log n c. (k/3) log n d. None of the other answers are correct. e. (28k/9) log n

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Consider a variant of the Winnow algorithm, which sets Wi,t+1 ←4 Wi,t when it makes a
mistake on positive examples and sets Wit+1 ← Wit / 8 when it makes a mistake on negative
examples.
What is the tightest upper bound for the number of algorithm mistakes for learning monotone
disjunctions? (Ignore lower-order terms and only indicate the largest asymptotic term.)
a. (44k/9) log n
b. (31k/14) log n
c. (k/3) log n
d. None of the other answers are correct.
e. (28k/9) log n
Transcribed Image Text:Consider a variant of the Winnow algorithm, which sets Wi,t+1 ←4 Wi,t when it makes a mistake on positive examples and sets Wit+1 ← Wit / 8 when it makes a mistake on negative examples. What is the tightest upper bound for the number of algorithm mistakes for learning monotone disjunctions? (Ignore lower-order terms and only indicate the largest asymptotic term.) a. (44k/9) log n b. (31k/14) log n c. (k/3) log n d. None of the other answers are correct. e. (28k/9) log n
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