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Ms. P. Aswani

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Jul 2026

All you need is SAMPAT

A three layer neural architecture, SAMPAT (Smooth Approximation via Multivariate Polynomials and Analytic Transformations), that can provably learn a continuous, everywhere differentiable function, that can approximate any smooth function arbitrarily closely is presented.

Jayadeva, Ms. P. Aswani · arXiv.org · 0 citations