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cs.LG2024★ 1 cited
Federated t-SNE and UMAP for Distributed Data Visualization
Dong Qiao, Xinxian Ma, Jicong Fan
High-dimensional data visualization is crucial in the big data era and these techniques such as t-SNE and UMAP have been widely used in science and engineering. Big data, however,…
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…