Understanding Advanced Algorithms Compsci 224 Lecture 18

Exploring Advanced Algorithms Compsci 224 Lecture 18 reveals several interesting facts. second order methods (Newton's method), path-following interior point wrap-up.

Key Takeaways about Advanced Algorithms Compsci 224 Lecture 18

  • Fusion trees, word-level parallelism, most significant set bit in constant time.
  • Approximation
  • Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
  • Learning from experts, multiplicative weights.
  • Online primal/dual: e/(e-1) ski rental, set cover; approximation

Detailed Analysis of Advanced Algorithms Compsci 224 Lecture 18

Path-following interior point, first order methods (gradient descent). Hashing: load balancing, k-wise independence, chaining, linear probing. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...

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