The Degree of Best Downsampled Convolutional Neural Network Approximation in Terms of Orlicz Modulus of Smoothness.

AM Al-Janabi, HA Almurieb - Mathematical Modelling of …, 2024 - search.ebscohost.com
It is essential to study approximation theoretical foundations of deep convolutional neural
networks, because of its interesting developments in vital domains. In spite of its …

[PDF][PDF] Best Spline Approximation in Besov-Orlicz Space

KA Al-Ogaili, HA Almurieb - Computer Science, 2025 - researchgate.net
Orlicz spaces have got the attention of many researchers over the decades. Many spaces
have been defined in terms of Orlicz spaces, in particular Besov-Orlicz spaces. In this paper …