Cleora: A Simple, Strong and Scalable Graph Embedding Scheme
نویسندگان
چکیده
منابع مشابه
A simple and scalable handoff prioritization scheme
Cellular networks, e.g., Universal Mobile Telecommunications System networks, will be based on the Internet Protocol (IP) to provide an efficient support for applications with bursty traffic characteristics, as, for example, issued by Web browsers or streaming applications. Such IP-based networks must include Quality of Service mechanisms to enable the usage of real-time applications, for examp...
متن کاملScalable, Versatile and Simple Constrained Graph Layout
We describe a new technique for graph layout subject to constraints. Compared to previous techniques the proposed method is much faster and scalable to much larger graphs. For a graph with n nodes, m edges and c constraints it computes incremental layout in time O(n logn+m+ c) per iteration. Also, it supports a much more powerful class of constraint: inequalities or equalities over the Euclidea...
متن کاملMILE: A Multi-Level Framework for Scalable Graph Embedding
Recently there has been a surge of interest in designing graph embedding methods. Few, if any, can scale to a large-sized graph with millions of nodes due to both computational complexity and memory requirements. In this paper, we relax this limitation by introducing the MultI-Level Embedding (MILE) framework – a generic methodology allowing contemporary graph embedding methods to scale to larg...
متن کاملVEBAV - A Simple, Scalable and Fast Authorship Verification Scheme
We present VEBAV a simple, scalable and fast authorship verification scheme for the Author Identification (AI) task within the PAN-2014 competition. VEBAV (VEctor-Based Authorship Verifier), which is a modification of our existing PAN-2013 approach, is an intrinsic one-class-verification method, based on a simple distance function. VEBAV provides a number of benefits as for instance the indepen...
متن کاملA Simple, Exact Density-Functional-Theory Embedding Scheme
Density functional theory (DFT) provides a formally exact framework for quantum embedding. The appearance of nonadditive kinetic energy contributions in this context poses significant challenges, but using optimized effective potential (OEP) methods, various groups have devised DFT-in-DFT methods that are equivalent to Kohn-Sham (KS) theory on the whole system. This being the case, we note that...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Lecture Notes in Computer Science
سال: 2021
ISSN: ['1611-3349', '0302-9743']
DOI: https://doi.org/10.1007/978-3-030-92273-3_28