An Efficient Dual-Hierarchy t-SNE Minimization

IEEE Transactions on Visualization and Computer Graphics(2022)

引用 10|浏览13
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摘要
t-distributed Stochastic Neighbour Embedding (t-SNE) has become a standard for exploratory data analysis, as it is capable of revealing clusters even in complex data while requiring minimal user input. While its run-time complexity limited it to small datasets in the past, recent efforts improved upon the expensive similarity computations and the previously quadratic minimization. Nevertheless, t-...
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关键词
Minimization,Runtime,Complexity theory,Kernel,Three-dimensional displays,Graphics processing units,Force
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