基本信息
研究领域
优化方法,机器学习在生物学的应用,遗传统计。
奖励与荣誉
项目经历
代表论文成果
[1] Heng, Q., Shen, H. and Lange, K., 2025. A Stability Framework for Parameter Selection in the Minimum Covariance Determinant Problem. Journal of Computational and Graphical Statistics, (just-accepted)
[2] Heng, Q. and Lange, K., 2025. Bootstrap estimation of the proportion of outliers in robust regression. Statistics and computing, 35(1), p.3.
[3] Heng, Q., Chi, E.C. and Liu, Y., 2023. Robust low-rank tensor decomposition with the L2 criterion. Technometrics, 65(4), pp.537-552.
[4] Heng, Q., Zhou, H. and Chi, E.C., 2023. Bayesian trend filtering via proximal markov chain monte carlo. Journal of Computational and Graphical Statistics, 32(3), pp.938-949.
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