Katherine Mary Malan

An Instance Space Analysis of Neural Network Training as a Black-Box Optimisation Problem

Training a neural network is an optimisation task that is commonly solved using gradient-based techniques, such as stochastic gradient descent or Adam. There are, however, scenarios in which black-box optimisation approaches, such as evolutionary algorithms, may be appropriate fo...