Browsing School of Electronic Engineering and Computer Science by Author "International Conference on Machine Learning"
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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 ... -
The scientific evaluation of music content analysis systems: Valid empirical foundations for future real-world impact
STURM, BLT; Maruri-Aguilar, H; Parker, B; Grossmann, H; International Conference on Machine LearningWe discuss the problem of music content analysis within the formal framework of experimental design.