Deep Neural Network Classifier for Variable Stars with Novelty Detection Capability

Benny T. -H. Tsang, William C. Schultz

Common variable star classifiers are built only with the goal of producing the correct class labels, leaving much of the multi-task capability of deep neural networks unexplored. W…