有趣的东西,感觉如果写也基本是翻译了,就直接放链接 https://www.lesswrong.com/posts/AAqTP6Q5aeWnoAYr4/the-weighted-majority-algorithm https://en.wikipedia.org/wiki/Randomized_weighted_majority_algorithm
The Weighted Majority algorithm and the randomized weighted majority (RWM) are the most well-known solutions to this problem, aiming to converge to the best expert. Since among some expert, the best one does not necessarily have the minimum error in all regions of data space, defining specific...
This paper considers a resizable mini-batch gradient descent (RMGD) algorithm-inspired by the randomized weighted majority algorithm-for achieving best performance in grid search by selecting an appropriate batch size at each epoch with a probability defined as a function of its previous success/...
First, we set up explicitly the two problems in question and then proceed to describe our randomized semi-quantum algorithm to solve each one of them, proving correctness, runtime, and performing an error-robustness analysis. We conclude by applying our general framework to a number of exemplary...
As described previously, T2-weighted MRIs oriented in the axial plane with slice level at the L3 vertebra were used to segment subcutaneous adipose tissue, muscle, visceral adipose tissue, visceral organs, and bone via a semiautomated intensity threshold algorithm followed by manual correction by an...
Mandibular reconstructions using computer-aided design/computer-aided manufacturing: a systematic review of a defect-based reconstructive algorithm. J Craniomaxillofac Surg. 2015;43(9):1785–91. https://doi.org/10.1016/J.JCMS.2015.08.006. Article PubMed Google Scholar van Baar GJC, Forouzanfar ...
Columbia classification algorithm of suicide assessment (C- CASA). Am J Psychiatry 164: 1035–1043. Preskorn SH, Gawryl M, Dgetluck N, Palfreyman M, Bauer LO, Hilt DC (2014). Normalizing effects of EVP-6124, an alpha-7 nicotinic partial agonist, on event-related potentials and cognition:...
Mandibular reconstructions using computer-aided design/computer-aided manufacturing: a systematic review of a defect-based reconstructive algorithm. J Craniomaxillofac Surg. 2015;43(9):1785–91. https://doi.org/10.1016/J.JCMS.2015.08.006. Article PubMed Google Scholar van Baar GJC, Forouzanfar ...
The optimization method used is the Stimweaver algorithm [69], which determines the electrode positions and currents that better approximate a target distribution of currents in a computational numerical head model (Colin head model, [70]). The optimized montage consists of two anode-electrodes, ...
The implantable loop recorder was programmed with its standard AF detection algorithm as well as for detection of tachycardia (heart rate >230/min minus the patient’s age), bradycardia (heart rate <30/min), and pauses lasting longer than 4.5 seconds. The minimum duration of irregular rhythm ...