447 citations · 733 across the 44 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
math.NA2018
A Jump Stochastic Differential Equation Approach for Influence Prediction on Information Propagation Networks
Yaohua Zang, Gang Bao, Xiaojing Ye +2
We propose a novel problem formulation of continuous-time information propagation on heterogenous networks based on jump stochastic differential equations (SDE). The structure of t…
stat.ML2018★ 7 cited
Learning to Match via Inverse Optimal Transport
Ruilin Li, Xiaojing Ye, Haomin Zhou +1
We propose a unified data-driven framework based on inverse optimal transport that can learn adaptive, nonlinear interaction cost function from noisy and incomplete empirical match…
math.NA2018★ 13 cited
Numerical Analysis for Iterative Filtering with New Efficient Implementations Based on FFT
Antonio Cicone, Haomin Zhou
Real life signals are in general non--stationary and non--linear. The development of methods able to extract their hidden features in a fast and reliable way is of high importance…