Anastasis Kratsios

activity

20152026

most citedThe Universal Approximation Property

74 citations · 120 across the 41 of their papers we have counts for

collaborators

Showing 2020Show all

2 papers · 1 filter

cs.LG2020

A Canonical Transform for Strengthening the Local $L^{p}$ -Type Universal Approximation Property

Anastasis Kratsios, Behnoosh Zamanlooy

Most $L^{p}$ -type universal approximation theorems guarantee that a given machine learning model class $F \subseteq C (R^{d}, R^{D})$ is dense in $L^p_μ(\mathbb{…

cs.LG2020★ 22 cited

Non-Euclidean Universal Approximation

Anastasis Kratsios, Eugene Bilokopytov

Modifications to a neural network's input and output layers are often required to accommodate the specificities of most practical learning tasks. However, the impact of such change…

A Canonical Transform for Strengthening the Local Lp-Type Universal Approximation Property

Non-Euclidean Universal Approximation

A Canonical Transform for Strengthening the Local $L^{p}$ -Type Universal Approximation Property