Publications

  • J. Wang, R. K. W. Wong, X. Mao and K. C. G. Chan. (2021+). “Matrix Completion with Model-free Weighting”. International Conference on Machine Learning (ICML).

    proceedings arXiv code

  • J. Wang, R. K. W. Wong and X. Zhang. (2021+). “Low-rank Covariance Function Estimation for Multidimensional Functional Data”. Journal of the American Statistical Association.
    • ASA Section on Nonparametric Statistics Student Paper Award (2020)

    journal arXiv code

  • J. Wang, R. K. W. Wong, M. Jun, C. Schumacher, R. Saravanan, and C. Sun.
    Statistical and Machine Learning Methods Applied to the Prediction of Different Tropical Rainfall Types”. Environmental Research Communications. Accepted.

    journal ESSOAr

  • J. Wang, R. K. W. Wong, S. Yang and K. C. G. Chan. “Estimation of Partially Conditional Average Treatment Effect by Double Kernel-covariate Balancing”. Electronic Journal of Statistics. Accepted.

    journal arXiv code

Preprints

  • J. Wang, Z. Qi, and R. K. W. Wong. “Projected State-action Balancing Weights for Offline Reinforcement Learning”. Submitted.

    arXiv