Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks?

Recent effort to test deep learning systems has produced an intuitive and compelling test criterion called neuron coverage (NC), which resembles the notion of traditional code coverage. NC measures the proportion of neurons activated in a neural …

Predicting Stock Prices with Pyro and GNNs

Learning company relations from stock price movements alone can be extremely profitable.