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Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness.

, , , , и . CoRR, (2023)

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Olaf Hooijen

Agnes Bryan

Corinna Susanne Bryan

Amanda Cordelia Bryant-Friedrich

Doreen Bryant

 

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zooRank: Ranking Suspicious Entities in Time-Evolving Tensors., , , , и . ECML/PKDD (1), том 10534 из Lecture Notes in Computer Science, стр. 68-84. Springer, (2017)AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization., , и . WWW, стр. 213-221. ACM, (2017)Time Series Anomaly Detection With Adversarial Reconstruction Networks., , , , , , и . IEEE Trans. Knowl. Data Eng., 35 (4): 4293-4306 (апреля 2023)GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs., , , и . ECML/PKDD (2), том 12976 из Lecture Notes in Computer Science, стр. 36-51. Springer, (2021)LPGNet: Link Private Graph Networks for Node Classification., , , и . CCS, стр. 1813-1827. ACM, (2022)MStream: Fast Anomaly Detection in Multi-Aspect Streams., , , , и . WWW, стр. 3371-3382. ACM / IW3C2, (2021)Dangling-Aware Entity Alignment with Mixed High-Order Proximities., , , , , , , и . NAACL-HLT (Findings), стр. 1172-1184. Association for Computational Linguistics, (2022)Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition., , , и . NeurIPS, (2022)CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias., , , и . IJCAI, стр. 2002-2008. ijcai.org, (2022)Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing., , , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 11003-11012. PMLR, (2021)