Core Summary: 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.
Advanced Algorithms Compsci 224 Lecture 4 - Resource Quick Overview
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Resource Quick Overview
Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters. second order methods (Newton's method), path-following interior point wrap-up.
Resource Common Checks
Hashing: load balancing, k-wise independence, chaining, linear probing. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
Resource Where It Fits
Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A.
Practical Points for Readers
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Key points worth scanning
- second order methods (Newton's method), path-following interior point wrap-up.
- Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
- Hashing: load balancing, k-wise independence, chaining, linear probing.
- Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries.
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
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