Exploring Advanced Algorithms Compsci 224 Lecture 13
Exploring Advanced Algorithms Compsci 224 Lecture 13 reveals several interesting facts.
- Fusion trees, word-level parallelism, most significant set bit in constant time.
- linear programming: standard form, vertices, bases, simplex.
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
- Scaling for max flow, blocking flow.
- FPTAS (knapsack), FPRAS (DNF counting), semidefinite programming, Goemans-Williamson MAXCUT
In-Depth Information on Advanced Algorithms Compsci 224 Lecture 13
Guest 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 ... Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
Path-following interior point, first order methods (gradient descent).
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