Kean Ming Tan, PhD
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sparseBC
R package to perform sparse biclustering
References: Tan KM and Witten D (2014).
Sparse Biclustering of Transposable Data
. Journal of Computational and Graphical Statistics (23)4:985-1008
Maintainer:
Kean Ming Tan
rifle
(preliminary version)
R package to solve high-dimensional sparse generalized eigenvalue problem
References: Tan et al (2018+).
Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow
.
Journal of the Royal Statistical Society: Series B, 80(5):1057-1086
Maintainer:
Kean Ming Tan
hglasso
R package to learn graphs with hubs
References: Tan et al (2014).
Learning Graphical Models with Hubs
. Journal of Machine Learning Research 15(Oct):3297-3331
Maintainer:
Kean Ming Tan
conquer
R package for fitting smoothed quantile regression
References: He et. al. (2020). Smoothed Quantile Regression with Large-Scale Inference.
(
Preprint
)
Maintainer:
Xiaoou Pan
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