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cs.LG2024
Set-Valued Sensitivity Analysis of Deep Neural Networks
Xin Wang, Feilong Wang, Xuegang Ban
This paper proposes a sensitivity analysis framework based on set valued mapping for deep neural networks (DNN) to understand and compute how the solutions (model weights) of DNN r…
physics.soc-ph2024★ 3 cited
Mitigating biases in big mobility data: a case study of monitoring large-scale transit systems
Feilong Wang, Xuegang Ban, Peng Chen +2
Big mobility datasets (BMD) have shown many advantages in studying human mobility and evaluating the performance of transportation systems. However, the quality of BMD remains poor…