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stat.ML2020★ 1 cited
Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
Xin Xing, Yu Gui, Chenguang Dai +1
Deep neural networks (DNNs) have become increasingly popular and achieved outstanding performance in predictive tasks. However, the DNN framework itself cannot inform the user whic…
stat.ML2015
Interpretable Selection and Visualization of Features and Interactions Using Bayesian Forests
Viktoriya Krakovna, Jiong Du, Jun S. Liu
It is becoming increasingly important for machine learning methods to make predictions that are interpretable as well as accurate. In many practical applications, it is of interest…