DeepROCK: Error-controlled interaction detection in deep neural networks

Winston Chen, William Stafford Noble, Yang Young Lu

The complexity of deep neural networks (DNNs) makes them powerful but also makes them challenging to interpret, hindering their applicability in error-intolerant domains. Existing…