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  1. Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations

    Article • July 2025, ACM (Association for Computing Machinery)

    Zhi-Hua Zhou

  2. Adaptive Learning for Weakly Labeled Streams

    Article • August 2022, ACM (Association for Computing Machinery)

    Zhi-Hua Zhou

  3. Isolation Set-Kernel and Its Application to Multi-Instance Learning

    Article • July 2019, ACM (Association for Computing Machinery)

    Zhi-Hua Zhou

  4. On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments

    Article • Evolutionary Computation, December 2016, The MIT Press

    Chao Qian, Zhi-Hua Zhou