works on
confidence intervals 1dynamic optimization 1fed-batch processes 1sample average approximation 1uncertainty quantification 1

From the 1 of 6 linked papers with an AI index.

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

SUPN: Shallow Universal Polynomial Networks

Zachary Morrow, Michael Penwarden, Brian Chen +3

Deep neural networks (DNNs) and Kolmogorov-Arnold networks (KANs) are popular methods for function approximation due to their flexibility and expressivity. However, they typically…