Publications

  • Bayesian Optimization by Kernel Regression and Density-based Exploration [arxiv][cite]
    Tansheng Zhu, Hongyu Zhou, Ke Jin, Xusheng Xu, Qiufan Yuan, Lijie Ji*
    In Revision.

  • Bayesian-Optimized Progressive Widening via Kernel Regression for Monte Carlo Tree Search in Continuous Action Spaces
    Ke Jin, Tansheng Zhu, Hongyu Zhou, Xusheng Xu, Qiufan Yuan, Lijie Ji*
    Submitted.

  • Neural Network Width-Depth Equivalence: Perspective from Dynamic System
    Fenglei Fan, Tansheng Zhu    (alphabetical order)
    Manuscript in Preparation.