68 citations · 134 across the 4 of their papers we have counts for
4 papers · 1 filter
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixture
Ruidong Fan, Xiao Ouyang, Hong Tao +2
As a prominent challenge in addressing real-world issues within a dynamic environment, label shift, which refers to the learning setting where the source (training) and target (tes…
Latent Complete Row Space Recovery for Multi-view Subspace Clustering
Hong Tao, Chenping Hou, Yuhua Qian +2
Multi-view subspace clustering has been applied to applications such as image processing and video surveillance, and has attracted increasing attention. Most existing methods learn…
Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning
Hong Tao, Chenping Hou, Dongyun Yi +2
In real-world applications, not all instances in multi-view data are fully represented. To deal with incomplete data, Incomplete Multi-view Learning (IML) rises. In this paper, we…
Effective Discriminative Feature Selection with Non-trivial Solutions
Hong Tao, Chenping Hou, Feiping Nie +2
Feature selection and feature transformation, the two main ways to reduce dimensionality, are often presented separately. In this paper, a feature selection method is proposed by c…