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Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty.

, , , , , , , , , , , , , и . CoRR, (2020)

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Krishnan Sircar

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Deep Probabilistic Models to Detect Data Poisoning Attacks., , , , и . CoRR, (2019)Uncertainty aware multimodal activity recognition with Bayesian inference., , , , и . CoRR, (2018)Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes., , и . AAAI, стр. 4477-4484. AAAI Press, (2020)Continual Active Adaptation to Evolving Distributional Shifts., , , и . CVPR Workshops, стр. 3443-3449. IEEE, (2022)Improving model calibration with accuracy versus uncertainty optimization., и . NeurIPS, (2020)BAR: Bayesian Activity Recognition using variational inference., , и . CoRR, (2018)Efficient Priors for Scalable Variational Inference in Bayesian Deep Neural Networks., , и . ICCV Workshops, стр. 773-777. IEEE, (2019)Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization., , , , и . ECCV Workshops (5), том 13805 из Lecture Notes in Computer Science, стр. 443-458. Springer, (2022)Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference., , , , и . CVPR Workshops, стр. 103-108. Computer Vision Foundation / IEEE, (2019)Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty., , , , , , , , , и 5 other автор(ы). AIES, стр. 401-413. ACM, (2021)