cs.LG, cs.NA, math.NA, math.PR, stat.ML

Convex-Geometric Error Bounds for Positive-Weight Kernel Quadrature

arXiv:2605.05705v1 Announce Type: cross
Abstract: Kernel quadrature can exploit RKHS spectral structure and outperform Monte Carlo on smooth integrands, but optimized quadrature weights are generally signed and may be numerically unstable. We study wh…