Understanding Advanced Algorithms Compsci 224 Lecture 19
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Key Takeaways about Advanced Algorithms Compsci 224 Lecture 19
- RIP and connection to incoherence, basis pursuit, Krahmer-Ward theorem.
- 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 ...
- Path-following interior point, first order methods (gradient descent).
Detailed Analysis of Advanced Algorithms Compsci 224 Lecture 19
Linear programming via multiplicative weights, flows, augmenting paths. second order methods (Newton's method), path-following interior point wrap-up. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...
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