Introduction to Random Graphs 作者:Alan Frieze/Michał Karoński 出版社:Cambridge University Press 出版年:2016-2-1 页数:478 定价:USD 79.99 装帧:Hardcover ISBN:9781107118508 豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到 推荐
the analysis of diffusion through networks, the analysis of affiliation or 'two-mode' networks, the theory of random graphs, dependence graphs, exponential families of random graphs, the analysis of longitudinal network data, graphical techniques for exploring network data, and software for the analys...
USA. 1. Introduction The aim of this article is to discuss some of the notions and applications of random walks on finite graphs, especially as they apply to random graphs. In this section we give some basic definitions, in Section 2 we review applications of random walks in computer...
5.3. Random-walks 随机游走 随机游走,简单来说定义为连接图中两个节点的随机路径。典型的例子包括Node2Vec等,最近也有研究在探索GCN的语境扩散和随机游走之间的联系 5.4. Adversarial training and attacks on graphs 图对抗训练和攻击图 研究DGN对恶意攻击的鲁棒性。对抗训练(adversarial training)一词是在深度神经网...
We describe a class of random tug-of-war games whose value functions approach p-harmonic functions as the step goes to zero for the full range 1 < ... B Kawohl,J Manfredi,M Parviainen - 《Journal De Mathématiques Pures Et Appliquées》 被引量: 59发表: 2012年 Non-Local Morphologic...
其实更自然的表示形式是因子图(factor graphs)[58]。因子图是一种两分图(bipartite graph)G=(V,F,E)G=(V,F,E),其中节点集合V={1,2,⋯,|Y|}V={1,2,⋯,|Y|}表示模型中的随机变量,节点集合F={1,2,⋯,A}F={1,2,⋯,A}表示模型中的因子。因子图的含义是如果变量节点Ys(s∈V)Ys(s...
An introduction to random matrix theory 来自 ResearchGate 喜欢 0 阅读量: 41 作者: G Ergun 摘要: We compute spectra of symmetric random matrices defined on graphs exhibiting a modular structure. Modules are initially introduced as fully connected sub-units of a graph. By contrast, inter-module...
丛书信息 ··· Wiley Series in Discrete Mathematics and Optimization(共16册),这套丛书还有 《Optimization Methods for Logical Inference》《Integer and Combinatorial Optimization》《Theory and Algorithms for Linear Optimization》《Logic-based Methods for Optimization》《Random Graphs》等。 喜欢读"...
Expected value of a random variable(随机变量的期望值)(1218) 2. Variance and standard deviation(方差和标准差)(1220) 4. The geometric and binomial distributions(几何分布和二项分布)(1222) 1. The geometric distribution(几何分布)(1223) 2. The binomial distribution(二项式分布)(1224) 5. The tails...
maxIter –the number of iterations of page rank to run – 20 is recommended, too few will decrease the quality, and too many will degrade the performance resetProbability –the random reset probability (alpha) – the lower it is, the bigger the score spread between the winners and losers wi...