Key Summary: Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. second order methods (Newton's method), path-following interior point wrap-up.
Advanced Algorithms Compsci 224 Lecture 13 - Information Main Notes
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Information Main Notes
Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Path-following interior point, first order methods (gradient descent).
Guide Details to Compare
Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. 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 ...
Overview Follow-Up Tips
Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... second order methods (Newton's method), path-following interior point wrap-up.
Resource Reference Context
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Quick reference points
- Hashing: load balancing, k-wise independence, chaining, linear probing.
- Path-following interior point, first order methods (gradient descent).
- second order methods (Newton's method), path-following interior point wrap-up.
- Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A.
- Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
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