66 citations · 157 across the 15 of their papers we have counts for
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cs.LG2023★ 7 cited
Semantic-Based Neural Network Repair
Richard Schumi, Jun Sun
Recently, neural networks have spread into numerous fields including many safety-critical systems. Neural networks are built (and trained) by programming in frameworks such as Tens…
cs.LG2022★ 1 cited
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination
Mengdi Zhang, Jun Sun, Jingyi Wang +1
Discrimination has been shown in many machine learning applications, which calls for sufficient fairness testing before their deployment in ethic-relevant domains such as face reco…