6.1k citations · 6.1k across the 12 of their papers we have counts for
4 papers · 1 filter
Robust Cascade Reconstruction by Steiner Tree Sampling
Han Xiao, Cigdem Aslay, Aristides Gionis
We consider a network where an infection cascade has taken place and a subset of infected nodes has been partially observed. Our goal is to reconstruct the underlying cascade that…
Reconstructing a cascade from temporal observations
Han Xiao, Polina Rozenshtein, Nikolaj Tatti +1
Given a subset of active nodes in a network can we re- construct the cascade that has generated these observa- tions? This is a problem that has been studied in the literature, but…
Convexification of Neural Graph
Han Xiao
Traditionally, most complex intelligence architectures are extremely non-convex, which could not be well performed by convex optimization. However, this paper decomposes complex st…
Intelligence Graph
Han Xiao
In fact, there exist three genres of intelligence architectures: logics (e.g. \textit{Random Forest, A Searching}), neurons (e.g. \textit{CNN, LSTM}) and probabilities (e.g. \t…