Optimal transport in reproducing kernel hilbert spaces: Theory and applications

Z Zhang, M Wang, A Nehorai - IEEE transactions on pattern …, 2019 - ieeexplore.ieee.org
In this paper, we present a mathematical and computational framework for comparing and
matching distributions in reproducing kernel Hilbert spaces (RKHS). This framework, called …

Aligning infinite-dimensional covariance matrices in reproducing kernel hilbert spaces for domain adaptation

Z Zhang, M Wang, Y Huang… - Proceedings of the …, 2018 - openaccess.thecvf.com
Abstract Domain shift, which occurs when there is a mismatch between the distributions of
training (source) and testing (target) datasets, usually results in poor performance of the …

Single-line-to-ground fault location in resonant grounded systems based on fault distortions

Y Chen, J Yin, Z Li, R Wei - IEEE Access, 2021 - ieeexplore.ieee.org
Under single-line-to-ground (SLG) faults, the voltages and currents in resonant grounded
systems will inevitably be distorted. To locate the faults quickly and accurately, this paper …

Predicting and optimizing city-scale road traffic dynamics using trajectories of individual vehicles

F Yang, A Vereshchaka, W Dong - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Internet of Things and mobile crowdsensing provide an unprecedented opportunity to collect
big data that continuously track the dynamics of large populations. One very important …