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stat.ML2026
Gaussian Approximation of Besov Functions for Logistic Classification on Manifolds
Guanhang Lei, Lei Shi, Xiaoming Yuan
We study Gaussian kernel approximation and regularized logistic classification on a connected compact smooth embedded manifold without boundary and of intrins…
stat.ML2023
Pairwise Ranking with Gaussian Kernels
Guanhang Lei, Lei Shi
Regularized pairwise ranking with Gaussian kernels is one of the cutting-edge learning algorithms. Despite a wide range of applications, a rigorous theoretical demonstration still…