International Networks
Found 8 free book(s)
EUROPOL SPOTLIGHT SHADOW MONEY
www.europol.europa.euthe operations of vast international networks for illicit finance. They rely on offshore tax havens, complex webs of legal business structures and corruption to facilitate a variety of criminal activities including tax evasion, fraud and money laundering. The Pandora Papers is a leak of almost 12 million documents
CHILD PROTECTION - World Vision International
www.wvi.orgindigenous leaders and children/youth networks) that work together to prevent and respond to abuse, neglect, exploitation and other forms of violence against children. Our programmatic work and expertise at the local level gives us the credibility and evidence to advocate for stronger child protection systems on national, regional and global level.
node2vec: Scalable Feature Learning for Networks
cs.stanford.edunetworks with millions of nodes in a few hours. Overall our paper makes the following contributions: 1.We propose node2vec, an efficient scalable algorithm for feature learning in networks that efficiently optimizes a novel network-aware, neighborhood preserving objective using SGD. 2.We show how node2vec is in accordance with established u s ...
Communication-Efficient Learning of Deep Networks from ...
arxiv.orgCommunication-Efficient Learning of Deep Networks from Decentralized Data Federated Learning Ideal problems for federated learn-ing have the following properties: 1) Training on real-world data from mobile devices provides a distinct advantage over training on proxy data that is generally available in the data center.
EfficientNet: Rethinking Model Scaling for Convolutional ...
proceedings.mlr.pressEfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan 1Quoc V. Le Abstract Convolutional Neural Networks (ConvNets) are commonly developed at a fixed resource budget, and then scaled up for better accuracy if more resources are available. In this paper, we sys-tematically study model scaling and identify that
Signature Verification using a 'Siamese' Time Delay Neural ...
proceedings.neurips.ccnetwork consists of two identical sub-networks joined at their out puts. During training the two sub-networks extract features from two signatures, while the joining neuron measures the distance be tween the two feature vectors. Verification consists of comparing an extracted feature vector ~ith a stored feature vector for the signer.
Faster R-CNN: Towards Real-Time Object Detection with ...
arxiv.orgdetection networks [2], Selective Search is an order of magnitude slower, at 2 seconds per image in a CPU implementation. EdgeBoxes [6] currently provides the best tradeoff between proposal quality and speed, at 0.2 seconds per image. Nevertheless, the region proposal step still consumes as much running time as the detection network.
Corporate Social Responsibility (CSR)
orca.cardiff.ac.ukconcept, CSR holds that organizations exist within networks of stakeholders, face the potentially conflicting demands of these stakeholders, and translate the demands into CSR objectives and policies. In some cases though, organizations attempt to change stakeholders’ expectations (Lamberg et al. 2003).