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 Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point. Zeta transform, Möbius inversion, streaming
Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...
Summary & Highlights for Advanced Algorithms Compsci 224 Lecture 26
- Scaling for max flow, blocking flow.
- Approximation
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
- Hashing: cuckoo hashing analysis, power of two choices.
- Path-following interior point, first order methods (gradient descent).
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