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stat.ME2023
Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction
Qing Mai, Xiaofeng Shao, Runmin Wang +1
Sliced inverse regression (SIR, Li 1991) is a pioneering work and the most recognized method in sufficient dimension reduction. While promising progress has been made in theory and…
cs.CV2023
D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators
Xin Zhang, Yuqi Song, Xiaofeng Wang +1
Convolutional neural networks (CNNs) have been widely applied in many safety-critical domains, such as autonomous driving and medical diagnosis. However, concerns have been raised…