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Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification., and . CoRR, (2019)Asymptotically Optimal Thompson Sampling Based Policy for the Uniform Bandits and the Gaussian Bandits., , and . CoRR, (2023)Solving NP-Hard Problems on Graphs by Reinforcement Learning without Domain Knowledge., , , and . CoRR, (2019)Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives., , , , , , and . CoRR, (2017)A Least-squares Approach to Direct Importance Estimation., , and . J. Mach. Learn. Res., (2009)Positive-unlabeled classification under class-prior shift: a prior-invariant approach based on density ratio estimation., and . Mach. Learn., 112 (3): 889-919 (March 2023)Millionaire: a hint-guided approach for crowdsourcing., , , , , , and . Mach. Learn., 108 (5): 831-858 (2019)Combinatorial Pure Exploration with Full-bandit Feedback and Beyond: Solving Combinatorial Optimization under Uncertainty with Limited Observation., , and . CoRR, (2020)Equivariant Disentangled Transformation for Domain Generalization under Combination Shift., , , and . CoRR, (2022)Active Learning in Recommender Systems., , , and . Recommender Systems Handbook, Springer, (2015)