10 citations · 10 across the 3 of their papers we have counts for
4 papers
Optimal- difference sequence in nonparametric regression
Wenlin Dai, Xingwei Tong, Tiejun Tong
Difference-based methods have been attracting increasing attention in nonparametric regression, in particular for estimating the residual variance.To implement the estimation, one…
An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication
Xinyi Tong, Jian Xu, Shao-Lun Huang
In this paper, we study the information transmission problem under the distributed learning framework, where each worker node is merely permitted to transmit a -dimensional stat…
Input Perturbation: A New Paradigm between Central and Local Differential Privacy
Yilin Kang, Yong Liu, Ben Niu +3
Traditionally, there are two models on differential privacy: the central model and the local model. The central model focuses on the machine learning model and the local model focu…
Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery
Xin-Yi Tong, Qikai Lu, Gui-Song Xia +1
Many significant applications need land cover information of remote sensing images that are acquired from different areas and times, such as change detection and disaster monitorin…