Exploring Advanced Algorithms Compsci 224 Lecture 11
Exploring Advanced Algorithms Compsci 224 Lecture 11 reveals several interesting facts.
- Hashing: load balancing, k-wise independence, chaining, linear probing.
- Scaling for max flow, blocking flow.
- Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...
- Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...
- FPTAS (knapsack), FPRAS (DNF counting), semidefinite programming, Goemans-Williamson MAXCUT
In-Depth Information on Advanced Algorithms Compsci 224 Lecture 11
Approximation Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point. Khintchine, decoupling, Hanson-Wright, proof of distributional JL lemma.
Fusion trees, word-level parallelism, most significant set bit in constant time.
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