Author

Mario Maric

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Jul 2026

Neural and Spectral Operator Surrogates on Gaussian Spaces

We prove expression rate bounds of finite-parametric, spectral and neural surrogates for holomorphic maps between separable Hilbert spaces. The surrogates have an encoder-approximator-decoder architecture, with Karhunen-Lo\'{e}ve encoders and frame decoders. We prove expression rate bounds for two classes of finite-par...

C. Marcati, Mario Maric, Christoph Schwab et al. · arXiv.org · 0 citations