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cs.LG2023★ 1 cited
A Theoretical Analysis Of Nearest Neighbor Search On Approximate Near Neighbor Graph
Anshumali Shrivastava, Zhao Song, Zhaozhuo Xu
Graph-based algorithms have demonstrated state-of-the-art performance in the nearest neighbor search (NN-Search) problem. These empirical successes urge the need for theoretical re…
cs.LG2023
Streaming Kernel PCA Algorithm With Small Space
Yichuan Deng, Zhao Song, Zifan Wang +1
Principal Component Analysis (PCA) is a widely used technique in machine learning, data analysis and signal processing. With the increase in the size and complexity of datasets, it…