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Combinatorics & Counting
Counting, recursion, generating functions, DP.
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Coupon collector: when does the last coupon arrive?
untried
recommend
Linearity of expectation: decompose, then sum
+1 more first
Inclusion-exclusion: fix the over-counting by alternating
untried
recommend
Complement: when 'not the thing' is easier
first
Monte Carlo variance reduction: antithetic and control variates
untried
recommend
Central Limit Theorem: turn a sum into a Normal
+3 more first
Pólya's urn: exchangeability beats enumeration
untried
recommend
Conditional probability: shrinking the sample space
first
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Recursion: relate the big problem to a smaller copy
recommended next
Dynamic programming: memoize the overlapping subproblems
untried
recommend
Recursion: relate the big problem to a smaller copy
first
Generating functions: turn counting into coefficient extraction
untried
recommend
Recursion: relate the big problem to a smaller copy
first
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