Media Summary: Amortized analysis, binomial heaps, Fibonacci heaps. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ... Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
Advanced Algorithms Compsci 224 Lecture 6 - Detailed Analysis & Overview
Amortized analysis, binomial heaps, Fibonacci heaps. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ... Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters. As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ... second order methods (Newton's method), path-following interior point wrap-up. Linear programming via multiplicative weights, flows, augmenting paths.
Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... CountMin sketch, point query, heavy hitters, sparse approximation. Scribe: Mien Wang. [PDF][TeX][video] Fusion trees, word-level parallelism, most significant set bit in constant time. Zeta transform, Möbius inversion, streaming Hashing: cuckoo hashing analysis, power of two choices.
