Example: bankruptcy
One Dimensional Random Walks
Found 2 free book(s)
-dimensional Fourier Transform
see.stanford.edudimensional case and higher dimensions, we want to mimic the one-dimensional setting and arguments as much as possible. It is a measure of the naturalness of the fundamental concepts that the extension ... series for a later section that includes a really interesting application to random walks. How shall we define the Fourier transform? We ...
node2vec: Scalable Feature Learning for Networks
cs.stanford.edunode2vec, we learn a mapping of nodes to a low-dimensional space of features that maximizes the likelihood of preserving network neighborhoods of nodes. We define a flexible notion of a node’s network neighborhood and design a biased random walk procedure, which efficiently explores diverse neighborhoods. Our algorithm