Exploring Advanced Algorithms Compsci 224 Lecture 21

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  • More efficient exponential-time
  • second order methods (Newton's method), path-following interior point wrap-up.
  • Online primal/dual: e/(e-1) ski rental, set cover; approximation
  • Linear programming via multiplicative weights, flows, augmenting paths.
  • Preferred path decomposition, link-cut trees.

In-Depth Information on Advanced Algorithms Compsci 224 Lecture 21

Scaling for max flow, blocking flow. 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 ... Splay trees.

Hashing: load balancing, k-wise independence, chaining, linear probing.

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