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Active Learning with Model Selection in Linear Regression., и . SDM, стр. 518-529. SIAM, (2008)Neural Networks special issue on Artificial Intelligence and Brain Science., , , и . Neural Networks, (2022)Asymptotically Optimal Thompson Sampling Based Policy for the Uniform Bandits and the Gaussian Bandits., , и . CoRR, (2023)Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification., и . CoRR, (2019)Centroid Estimation With Guaranteed Efficiency: A General Framework for Weakly Supervised Learning., , , и . IEEE Trans. Pattern Anal. Mach. Intell., 44 (6): 2841-2855 (2022)Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks., , , , , , , и . CoRR, (2023)Audio Signal Enhancement with Learning from Positive and Unlabelled Data., и . CoRR, (2022)Combinatorial Pure Exploration with Full-bandit Feedback and Beyond: Solving Combinatorial Optimization under Uncertainty with Limited Observation., , и . CoRR, (2020)Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization., , , , и . CoRR, (2023)Equivariant Disentangled Transformation for Domain Generalization under Combination Shift., , , и . CoRR, (2022)