A randomized algorithm is a type of algorithm that incorporates coin flips to make decisions and improve efficiency. It can be thought of as a family of algorithms, with each possible sequence of coin flip outc
lecture notes in computer scienceAnalysis of a randomized local search algorithm for LDPCC decoding problem - Watanabe, Sawai, et al. - 2003 () Citation Context ...d model of Watanabe and Sawai algorithm, and apply our results to the model. Keywords: Markov chain, urn model, concentration,...
Survey and Review section, Vol. 53, num. 2, pp. 217-288, June 2011 V. Rokhlin, A. Szlam, and M. Tygert, A randomized algorithm for principal component analysis, SIAM J. Matrix Anal. Appl., 31 (2009
For many applications, a randomized algorithm is either the simplest or the fastest algorithm available, and sometimes both. This book introduces the basic concepts in the design and analysis of randomized algorithms. The first part of the text presents basic tools such as probability theory and pr...
In order to approximate the idealized process by a discrete process with indivisible load, Rabani et al. [24] consider a diffusion algorithm (called RSW algorithm in the following) which always rounds down the indivisible load on each edge. To quantify the deviation of the discrete load from ...
An implementation of a randomized algorithm for principal component analysis. arXiv preprint arXiv:1412.3510, 2014.A. Szlam, Y. Kluger, and M. Tygert. An implementation of a randomized algorithm for principal component analysis. arXiv preprint arXiv:1412.3510, 2014....
We developed ePOCT+, a digital clinical decision support algorithm in combination with C-reactive protein test, hemoglobin test, pulse oximeter and mentorship, to guide health-care providers in managing acutely sick children under 15 years old. To evaluate the impact of ePOCT+ compared to ...
内容简介 Formanyapplications,arandomizedalgorithmiseitherthesimplestorthefastestalgorithmavailable,andsometimesboth.Thisbookintroducesthebasicconceptsinthedesignandanalysisofrandomizedalgorithms.Thefirstpartofthetextpresentsb其他版本 高等教育出版社 2008-10 ￥95.00起 — END —...
The main result is a bound of e/(e1) for the on-line problem with objective minimizing the sum of completion times of jobs that arrive over time at their release times and are to be processed on a single machine. This lower bound shows that a randomized algorithm designed in Chekuri et...
A. Algorithm AS 136: a K-means clustering algorithm. J. R. Stat. Soc. C 28, 100–108 (1979). MATH Google Scholar Swingle, B. Unscrambling the physics of out-of-time-order correlators. Nat. Phys. 14, 988–990 (2018). Article Google Scholar Lewis-Swan, R. J., Safavi-Naini,...