Understanding Advanced Algorithms Compsci 224 Lecture 1
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Key Takeaways about Advanced Algorithms Compsci 224 Lecture 1
- Scaling for max flow, blocking flow.
- second order methods (Newton's method), path-following interior point wrap-up.
- Path-following interior point, first order methods (gradient descent).
- Learning from experts, multiplicative weights.
- Hashing: load balancing, k-wise independence, chaining, linear probing.
Detailed Analysis of Advanced Algorithms Compsci 224 Lecture 1
Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point. Fusion trees, word-level parallelism, most significant set bit in constant time. Guest
Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
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