37 citations · 58 across the 14 of their papers we have counts for
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cs.LG2023★ 2 cited
Hardware Acceleration of Explainable Artificial Intelligence
Zhixin Pan, Prabhat Mishra
Machine learning (ML) is successful in achieving human-level artificial intelligence in various fields. However, it lacks the ability to explain an outcome due to its black-box nat…
cs.LG2021★ 1 cited
Fast Approximate Spectral Normalization for Robust Deep Neural Networks
Zhixin Pan, Prabhat Mishra
Deep neural networks (DNNs) play an important role in machine learning due to its outstanding performance compared to other alternatives. However, DNNs are not suitable for safety-…
cs.LG2021★ 4 cited
Hardware Acceleration of Explainable Machine Learning using Tensor Processing Units
Zhixin Pan, Prabhat Mishra
Machine learning (ML) is successful in achieving human-level performance in various fields. However, it lacks the ability to explain an outcome due to its black-box nature. While e…