Understanding Advanced Algorithms Compsci 224 Lecture 19

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Key Takeaways about Advanced Algorithms Compsci 224 Lecture 19

  • Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
  • Hashing: load balancing, k-wise independence, chaining, linear probing.
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  • Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
  • Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...

Detailed Analysis of Advanced Algorithms Compsci 224 Lecture 19

second order methods (Newton's method), path-following interior point wrap-up. Splay trees. Linear programming via multiplicative weights, flows, augmenting paths.

Hashing: cuckoo hashing analysis, power of two choices.

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