Predictions Based on Pixel Data: Insights from PDEs and Finite Differences

Elena Celledoni, James Jackaman, Davide Murari +1

As supported by abundant experimental evidence, neural networks are state-of-the-art for many approximation tasks in high-dimensional spaces. Still, there is a lack of a rigorous t…