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 ... As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ...
Advanced Algorithms Compsci 224 Lecture - 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 ... As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ... 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. Hashing: load balancing, k-wise independence, chaining, linear probing.
second order methods (Newton's method), path-following interior point wrap-up. Path-following interior point, first order methods (gradient descent). Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point. Zeta transform, Möbius inversion, streaming
