Publications

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

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*
Under Review.

Neural Network Width-Depth Equivalence: A View from Ergodic Dynamic System I
Fenglei Fan, Tansheng Zhu*    (alphabetical order)
Manuscript in Preparation.