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Upper tail for homomorphism counts in constrained sparse random graphs
Random Structures and Algorithms ( IF 0.9 ) Pub Date : 2021-04-05 , DOI: 10.1002/rsa.21011
Sohom Bhattacharya 1 , Amir Dembo 2
Affiliation  

Consider the upper tail probability that the homomorphism count of a fixed graph H within a large sparse random graph Gn exceeds its expected value by a fixed factor urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0001. Going beyond the Erdős–Rényi model, we establish here explicit, sharp upper tail decay rates for sparse random dn-regular graphs (provided H has a regular 2-core), and for sparse uniform random graphs. We further deal with joint upper tail probabilities for homomorphism counts of multiple graphs urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0002 (extending the known results for urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0003), and for inhomogeneous graph ensembles (such as the stochastic block model), we bound the upper tail probability by a variational problem analogous to the one that determines its decay rate in the case of sparse Erdős–Rényi graphs.

中文翻译:

约束稀疏随机图中同态计数的上尾

考虑大稀疏随机图G n 中固定图H的同态计数超过其预期值一个固定因子的上尾概率。超越鄂尔多斯-莱利模型,我们在这里建立明确的,锋利的尾上的衰减率稀疏随机d ñ -regular图(提供^ h有一个普通的2芯),对于稀疏均匀随机图。我们进一步处理多个图的同态计数的联合上尾概率(扩展已知结果urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0001urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0002urn:x-wiley:rsa:media:rsa21011:rsa21011-math-0003),对于非齐次图集合(例如随机块模型),我们通过一个变分问题来限制上尾概率,该问题类似于在稀疏 Erdős-Rényi 图的情况下确定其衰减率的问题。
更新日期:2021-04-05
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