Exploring Advanced Algorithms Compsci 224 Lecture 3
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- Necessity of randomized/approximate guarantees, linear sketching, AMS sketch, p-stable sketch for p less than 2.
- Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point.
- 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 ...
- Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...
In-Depth Information on Advanced Algorithms Compsci 224 Lecture 3
Hashing: load balancing, k-wise independence, chaining, linear probing. As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ... Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ... There are
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