Media Summary: 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 ... Hashing: load balancing, k-wise independence, chaining, linear probing.
Advanced Algorithms Compsci 224 Lecture 24 - Detailed Analysis & Overview
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 ... Hashing: load balancing, k-wise independence, chaining, linear probing. 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 ... Zeta transform, Möbius inversion, streaming
Randomized paging, packing/covering linear programs, weak duality, approximate complementary slackness, primal/dual online ... Heavy-light decomposition, O(log2n) amortized analysis of link-cut trees, min cost max flow, min cost circulation, shortest ... Fusion trees, word-level parallelism, most significant set bit in constant time. Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point. Preferred path decomposition, link-cut trees. Learning from experts, multiplicative weights.
Path-following interior point, first order methods (gradient descent).
