Exploring Advanced Algorithms Compsci 224 Lecture 3
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- Fusion trees, word-level parallelism, most significant set bit in constant time.
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
- Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ...
- Hashing: cuckoo hashing analysis, power of two choices.
- More efficient exponential-time
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 ... Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ...
Necessity of randomized/approximate guarantees, linear sketching, AMS sketch, p-stable sketch for p less than 2.
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