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Combining Ensembles and Data Augmentation Can Harm Your Calibration., , , , , , и . ICLR, OpenReview.net, (2021)A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness., , , , , , , , , и . J. Mach. Learn. Res., (2023)Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches., , , , и . ICLR (Poster), OpenReview.net, (2018)BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong Learning., , и . ICLR, OpenReview.net, (2020)An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise., , , , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 3621-3631. PMLR, (2020)A Language-Agent Approach to Formal Theorem-Proving., , и . CoRR, (2023)Neural Program Generation Modulo Static Analysis., , , , , и . NeurIPS, стр. 18984-18996. (2021)Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors., , , , , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 2782-2792. PMLR, (2020)Natural Language to Code Generation in Interactive Data Science Notebooks., , , , , , , , , и 2 other автор(ы). ACL (1), стр. 126-173. Association for Computational Linguistics, (2023)Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning., , , , , , , , , и 14 other автор(ы). CoRR, (2021)