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stat.ML2024★ 1 cited
Nyström Kernel Stein Discrepancy
Florian Kalinke, Zoltan Szabo, Bharath K. Sriperumbudur
Kernel methods underpin many of the most successful approaches in data science and statistics, and they allow representing probability measures as elements of a reproducing kernel…
math.ST2024
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
Florian Kalinke, Zoltan Szabo
Kernel techniques are among the most influential approaches in data science and statistics. Under mild conditions, the reproducing kernel Hilbert space associated to a kernel is ca…