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cs.LG2021★ 8 cited
Theoretical bounds on data requirements for the ray-based classification
Brian J. Weber, Sandesh S. Kalantre, Thomas McJunkin +2
The problem of classifying high-dimensional shapes in real-world data grows in complexity as the dimension of the space increases. For the case of identifying convex shapes of diff…
cs.LG2020★ 5 cited
Ray-based classification framework for high-dimensional data
Justyna P. Zwolak, Sandesh S. Kalantre, Thomas McJunkin +2
While classification of arbitrary structures in high dimensions may require complete quantitative information, for simple geometrical structures, low-dimensional qualitative inform…