Introduction to Advanced Algorithms Compsci 224 Lecture 26
Exploring Advanced Algorithms Compsci 224 Lecture 26 reveals several interesting facts. Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
Advanced Algorithms Compsci 224 Lecture 26 Comprehensive Overview
Advanced Algorithms COMPSCI 224, Lecture 26 Hashing: load balancing, k-wise independence, chaining, linear probing. Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point.
Online primal/dual: e/(e-1) ski rental, set cover; approximation
Summary & Highlights for Advanced Algorithms Compsci 224 Lecture 26
- Learning from experts, multiplicative weights.
- Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...
- Zeta transform, Möbius inversion, streaming
- Fusion trees, word-level parallelism, most significant set bit in constant time.
- Path-following interior point, first order methods (gradient descent).
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