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Conformal prediction for trustworthy detection of railway signals., , , and . AI Ethics, 4 (1): 157-161 (February 2024)Gradient strikes back: How filtering out high frequencies improves explanations., , , , and . CoRR, (2023)Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis., , , , , and . ECML/PKDD (4), volume 14172 of Lecture Notes in Computer Science, page 709-727. Springer, (2023)Spectral Embedded Deep Clustering., , , , , and . Entropy, 21 (8): 795 (2019)Learning domain invariant representations by joint Wasserstein distance minimization., , , , , and . Neural Networks, (October 2023)A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation., , , , , , , and . CoRR, (2023)Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization., , , , , and . CoRR, (2021)Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)., , and . CoRR, (2024)Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling., , , and . COPA, volume 204 of Proceedings of Machine Learning Research, page 36-55. PMLR, (2023)