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cs.DS2025
Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
Chengyuan Deng, Jie Gao, Kevin Lu +2
The Johnson-Lindenstrauss (JL) lemma is a cornerstone of dimensionality reduction in Euclidean space, but its applicability to non-Euclidean data has remained limited. This paper e…
cs.DS2025
Vantage Point Selection Algorithms for Bottleneck Capacity Estimation
Vikrant Ashvinkumar, Rezaul Chowdhury, Jie Gao +3
Motivated by the problem of estimating bottleneck capacities on the Internet, we formulate and study the problem of vantage point selection. We are given a graph whose e…