Introduction to Advanced Algorithms Compsci 224 Lecture 9

Exploring Advanced Algorithms Compsci 224 Lecture 9 reveals several interesting facts. Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...

Advanced Algorithms Compsci 224 Lecture 9 Comprehensive Overview

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 ... Guest

Summary & Highlights for Advanced Algorithms Compsci 224 Lecture 9

  • Online
  • Hashing: load balancing, k-wise independence, chaining, linear probing.
  • Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
  • second order methods (Newton's method), path-following interior point wrap-up.
  • Advanced Algorithms 9/9/2014

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