Instance-wise Causal Feature Selection for Model Interpretation

Pranoy Panda, Sai Srinivas Kancheti, Vineeth N Balasubramanian

We formulate a causal extension to the recently introduced paradigm of instance-wise feature selection to explain black-box visual classifiers. Our method selects a subset of input…