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10-801 Advanced Optimization and Randomized Algorithms

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10-801 Lecture 11: Bloom filters

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10-801 Lecture 10: Variations of the Flajolet-Martin Counter, Heavy Hitter Detection

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10-801 Lecture 9: Concentration Inequalities

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10-801 Lecture 8: Simhash Example, Minwise Hash Properties

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10-801 Lecture 6: Weak duality, strong duality, minimax

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10-801 Lecture 7: Duality, KKT, conic duality

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10-801 Lecture 5: Hash functions, LSH, Simhash

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10-801 Lecture 4: SDP relaxations, MaxCUT, Goemans-Williamson

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10-801 Lecture 3: Conjugates, Subdifferentials, Optimization Problems

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10-801 Lecture 2: Convex Functions

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10-801 Lecture 1: Convex Sets

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