17 citations · 22 across the 4 of their papers we have counts for
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cs.LG2018
Explaining Deep Learning Models using Causal Inference
Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy +1
Although deep learning models have been successfully applied to a variety of tasks, due to the millions of parameters, they are becoming increasingly opaque and complex. In order t…
cs.LG2018
Hardening Deep Neural Networks via Adversarial Model Cascades
Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta +1
Deep neural networks (DNNs) are vulnerable to malicious inputs crafted by an adversary to produce erroneous outputs. Works on securing neural networks against adversarial examples…