10 citations · 28 across the 10 of their papers we have counts for
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stat.ML2015★ 2 cited
Density Estimation via Discrepancy
Kun Yang, Hao Su, Wing Hung Wang
Given i.i.d samples from some unknown continuous density on hyper-rectangle , we attempt to learn a piecewise constant function that approximates this underlying density…
stat.ML2014★ 10 cited
Density Estimation via Discrepancy Based Adaptive Sequential Partition
Dangna Li, Kun Yang, Wing Hung Wong
Given observations from an unknown absolute continuous distribution defined on some domain , we propose a nonparametric method to learn a piecewise constant function to ap…
stat.ML2012
Least Absolute Gradient Selector: Statistical Regression via Pseudo-Hard Thresholding
Kun Yang
Variable selection in linear models plays a pivotal role in modern statistics. Hard-thresholding methods such as regularization are theoretically ideal but computationally in…