2 papers
cs.LG2024
Graph Classification via Reference Distribution Learning: Theory and Practice
Zixiao Wang, Jicong Fan
Graph classification is a challenging problem owing to the difficulty in quantifying the similarity between graphs or representing graphs as vectors, though there have been a few m…
cs.LG2024
Spectral Clustering for Discrete Distributions
Zixiao Wang, Dong Qiao, Jicong Fan
The discrete distribution is often used to describe complex instances in machine learning, such as images, sequences, and documents. Traditionally, clustering of discrete distribut…