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Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection.

, , , and . CoRR, (2024)

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Integrative network-based Bayesian analysis of diverse genomics data., , , and . BMC Bioinform., 14 (S-13): S8 (2013)Explainable AI for survival analysis: a median-SHAP approach., , , and . CoRR, (2024)Learning from data with structured missingness., , , , , , , , , and 10 other author(s). CoRR, (2023)A large-scale and PCR-referenced vocal audio dataset for COVID-19., , , , , , , , , and 16 other author(s). CoRR, (2022)Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates., , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 658-668. PMLR, (2023)Explicit Regularisation in Gaussian Noise Injections., , , , and . NeurIPS, (2020)Learning Bijective Feature Maps for Linear ICA., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3655-3663. PMLR, (2021)Towards a Theoretical Understanding of the Robustness of Variational Autoencoders., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3565-3573. PMLR, (2021)Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 1249-1260. PMLR, (2021)Disentangling to Cluster: Gaussian Mixture Variational Ladder Autoencoders., , and . CoRR, (2019)