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Luxuan Yang

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Open access Dec 2025

Learning Lévy density via adaptive RKHS regression with bi-level optimization

Numerical experiments demonstrate that the bilevel RKHS method provides a more stable and competitive alternative to classical L-curve and generalized cross-validation strategies and that the adaptive RKHS norm is more accurate and robust than Lρ2- and ℓ2-norms for regularization.

Luxuan Yang, Fei Lu, Ting Gao et al. · Inverse Problems · 0 citations