Introduction to Advanced Algorithms Compsci 224 Lecture 8

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Advanced Algorithms Compsci 224 Lecture 8 Comprehensive Overview

Hashing: load balancing, k-wise independence, chaining, linear probing. second order methods (Newton's method), path-following interior point wrap-up. Approximation

Summary & Highlights for Advanced Algorithms Compsci 224 Lecture 8

  • Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...
  • Online primal/dual: e/(e-1) ski rental, set cover; approximation
  • Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
  • Splay trees.
  • Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...

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