cosmological parameters 1dark energy 1data analysis 1electromagnetic coupling 1gauge-covariant dynamics 1lorentz violation 1observational cosmology 1particle congruences 1raychaudhuri equation 1ΛCDM 1
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cs.LG2026
On shallow feedforward neural networks with inputs from a topological space
Vugar Ismailov
We study feedforward neural networks with inputs from a topological space (TFNNs). We prove a universal approximation theorem for shallow TFNNs, which demonstrates their capacity t…
cs.LG2025★ 1 cited
Addressing common misinterpretations of KART and UAT in neural network literature
Vugar Ismailov
This note addresses the Kolmogorov-Arnold Representation Theorem (KART) and the Universal Approximation Theorem (UAT), focusing on their frequent misinterpretations found in the ne…