Publications

Preprints

2023

    Journal Papers

    2023

    1. Learning state importance for preference-based reinforcement learning
      Guoxi Zhang and Hisashi Kashima
      Machine Learning, 2023

    2022

    1. Machine Learning in Materials Chemistry: An Invitation
      Daniel Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, and Dinh Hoa Nguyen
      Machine Learning with Applications, 2022

    Conference Papers

    2023

    1. On Modeling Long-Term User Engagement from Stochastic Feedback
      Guoxi Zhang, Xing Yao, and Xuanji Xiao
      In Companion Proceedings of the ACM Web Conference 2023, 2023
    2. Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning
      Guoxi Zhang and Hisashi Kashima
      In Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
    3. Batch Reinforcement Learning from Crowds
      Guoxi Zhang and Hisashi Kashima
      In Machine Learning and Knowledge Discovery in Databases, 2023

    2022

    1. Improving Pairwise Rank Aggregation via Querying for Rank Difference
      Guoxi Zhang, Jiyi Li, and Hisashi Kashima
      In Proceedings of the Ninth IEEE International Conference on Data Science and Advanced Analytics, 2022

    2018

    1. On Reducing Dimensionality of Labeled Data Efficiently
      Guoxi Zhang, Tomoharu Iwata, and Hisashi Kashima
      In Advances in Knowledge Discovery and Data Mining, 2018

    2017

    1. Robust Multi-view Topic Modeling by Incorporating Detecting Anomalies
      Guoxi Zhang, Tomoharu Iwata, and Hisashi Kashima
      In Machine Learning and Knowledge Discovery in Databases, 2017