Vera Koponen

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20242026

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cs.AI2026

A concentration result for multilayer feedforward neural networks

Vera Koponen

We consider for an arbitrary fixed $ρ$ and for each positive integer $n$ a multilayer feedforward artificial neural network with $ρ$ layers, $n$ neurons in the first layer (the inp…

cs.AI2025

Domain size asymptotics for Markov logic networks

Vera Koponen

A Markov logic network (MLN) $M$ determines a probability distribution $P_{n}^{M}$ on the set $W_{n}$ of structures, or ``possible worlds'', with doma…