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
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...
Firstly, sliding neighborhood algorithm was used to generate CMB and non-CMB samples from brain susceptibility weighted images. Then, a 15-layer proposed FeatureNet was trained for extracting features from the input samples. Afterwards, structure after the first fully connected layer in FeatureNet was...
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, ...
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 ...
On the role of the optimization algorithm of RapidArc(®) volumetric modulated arc therapy on plan quality and efficiency. Med Phys. 2011;38:5844–56. 10. Chow E, Hoskin P, Mitera G, Zeng L, Lutz S, Roos D, Hahn C, van der Linden Y, Hartsell W, Kumar E. Update of the ...
A fast diffeomorphic image registration algorithm. Neuroimage 38, 95–113 (2007). Article PubMed Google Scholar Zhang, Y., Brady, M. & Smith, S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging ...
A weighted scoring algorithm provides an instant DA score (range 0–38) graphically with narrative on the level of danger [53, 54]. For example, the score is converted to the validated levels of danger such as: 1) variable danger (low risk, but situations change quickly, a score of ...