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Multifaceted Uncertainty Estimation for Label-Efficient Deep Learning., , , и . NeurIPS, (2020)RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning., , , и . NeurIPS, стр. 14488-14501. (2021)A survey on uncertainty reasoning and quantification in belief theory and its application to deep learning., , , , , , , , , и . Inf. Fusion, (января 2024)Open-ended Commonsense Reasoning with Unrestricted Answer Scope., , , , , , , , , и . CoRR, (2023)RIO-CPD: A Riemannian Geometric Method for Correlation-aware Online Change Point Detection., , , , , , и . CoRR, (2024)Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data., , и . IEEE BigData, стр. 1150-1155. IEEE, (2018)Uncertainty-based Decision Making Using Deep Reinforcement Learning., , , и . FUSION, стр. 1-8. IEEE, (2019)Multidimensional Uncertainty-Aware Evidential Neural Networks., , , , и . AAAI, стр. 7815-7822. AAAI Press, (2021)Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation., , , , , и . EMNLP (1), стр. 6716-6723. Association for Computational Linguistics, (2021)Deep Learning Based Scalable Inference of Uncertain Opinions., , и . ICDM, стр. 807-816. IEEE Computer Society, (2018)