Media Summary: Learning from experts, multiplicative weights. Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters. Linear programming via multiplicative weights, flows, augmenting paths.
Advanced Algorithms Compsci 224 Lecture 19 - Detailed Analysis & Overview
Learning from experts, multiplicative weights. Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters. Linear programming via multiplicative weights, flows, augmenting paths. second order methods (Newton's method), path-following interior point wrap-up. RIP and connection to incoherence, basis pursuit, Krahmer-Ward theorem. As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ...
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. Please see Problem 1 of Assignment 1 at ... Hashing: cuckoo hashing analysis, power of two choices. Path-following interior point, first order methods (gradient descent).
