Chenguang Dai

Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks

2020 · arXiv (Cornell University)

Deep neural networks (DNNs) have become increasingly popular and achieved outstanding performance in predictive tasks. However, the DNN framework itself cannot inform the user which features are more or less relevant for making the prediction, …