Exploring Harvard Cs165 Section Serialization
Exploring Harvard Cs165 Section Serialization reveals several interesting facts.
- Approximation algorithms via dual fitting (wrap-up), LP integrality gaps, definitions of PTAS/FPTAS/FPRAS, PTAS for knapsack.
- Linear least squares via subspace embeddings, leverage score sampling, non-commutative Khintchine, oblivious subspace ...
- Online primal/dual: e/(e-1) ski rental, set cover; approximation algorithms via dual fitting: set cover.
- Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
- Khintchine, decoupling, Hanson-Wright, proof of distributional JL lemma.
In-Depth Information on Harvard Cs165 Section Serialization
Recorded for the Fall 2024 session by TF Vlad Cainamisir. Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ... linear programming: standard form, vertices, bases, simplex. Hashing: load balancing, k-wise independence, chaining, linear probing.
Low-rank approximation, column-based matrix reconstruction, k-means, compressed sensing.
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