Vera Koponen

activity

20242026

most citedRandom expansions of trees with bounded height

4 citations · 4 across the 8 of their papers we have counts for

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Showing 2026Show all

3 papers · 1 filter

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…

math.CO2026

Exponential random graph models with soft clique constraints

Yasmin Tousinejad, Vera Koponen

Let $r \geq 3$ be fixed, and let $G_{n}$ be the set of all simple graphs with vertex set $[n] = {1, \dots, n}$ . We consider an exponential random graph model which gives higher…

math.LO2026

Random coloured digraphs defined by a Markov logic network

Yasmin Tousinejad, Vera Koponen

A Markov Logic Network (MLN) is a probabilistic relational model used in Statistical Relational Artificial Intelligence for defining a probability distribution on the set of possib…