9 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 7 cited
RelEx: A Model-Agnostic Relational Model Explainer
Yue Zhang, David Defazio, Arti Ramesh
In recent years, considerable progress has been made on improving the interpretability of machine learning models. This is essential, as complex deep learning models with millions…
cs.LG2019★ 9 cited
Adversarial Model Extraction on Graph Neural Networks
David DeFazio, Arti Ramesh
Along with the advent of deep neural networks came various methods of exploitation, such as fooling the classifier or contaminating its training data. Another such attack is known…