Machine Learning, Neural Network Algorithm, Differential Equations.
point where it is mostly separated. However, this brute force approach often leads to the network learning overly complicated transformations as we see below. The problem with brute force approaches. On the left, the plateauing error of the Neural ODE demonstrates its inability to learn the