Exploring Advanced Algorithms Compsci 224 Lecture 3

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  • Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...
  • Fusion trees, word-level parallelism, most significant set bit in constant time.
  • As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ...
  • Path-following interior point, first order methods (gradient descent).

In-Depth Information on Advanced Algorithms Compsci 224 Lecture 3

Hashing: load balancing, k-wise independence, chaining, linear probing. Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters. Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... Guest

Online primal/dual: e/(e-1) ski rental, set cover; approximation

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