Artificial Intelligence, Technology, Conference, Iclr 2020, Neural Networks.
networks. However, unlike linear models, where the margin is solely defined by the decision boundary for non-linear neural networks, the margin q_n(θ) for a single data point in (x_n, y_n) is defined as: q_n(θ) := y_n Φ(θ; x_n), where Φ(θ; x_n) stands for the output of the neural network. In this