Browsing Electronic Engineering and Computer Science by Author "Yan, Y"

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    • The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks 

      Liu, Z; Cui, Y; Yan, Y; Xu, Y; Ji, X; Liu, X; Chan, A; International Conference on Machine Learning (International Conference on Machine Learning, 2024)
      In safety-critical applications such as medical imaging and autonomous driving, where decisions have profound implications for patient health and road safety, it is imperative to maintain both high adversarial robustness ...