31 citations · 34 across the 4 of their papers we have counts for
4 papers
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process
Fuyang Li, Jiying Zhang, Xi Xiao +2
Kernels on discrete structures evaluate pairwise similarities between objects which capture semantics and inherent topology information. Existing kernels on discrete structures are…
Neural Architecture Searching for Facial Attributes-based Depression Recognition
Mingzhe Chen, Xi Xiao, Bin Zhang +2
Recent studies show that depression can be partially reflected from human facial attributes. Since facial attributes have various data structure and carry different information, ex…
Maintaining Discrimination and Fairness in Class Incremental Learning
Bowen Zhao, Xi Xiao, Guojun Gan +2
Deep neural networks (DNNs) have been applied in class incremental learning, which aims to solve common real-world problems of learning new classes continually. One drawback of sta…
Self-Paced Probabilistic Principal Component Analysis for Data with Outliers
Bowen Zhao, Xi Xiao, Wanpeng Zhang +2
Principal Component Analysis (PCA) is a popular tool for dimensionality reduction and feature extraction in data analysis. There is a probabilistic version of PCA, known as Probabi…