8 citations · 8 across the 2 of their papers we have counts for
3 papers
math.ST2022
Sampling with replacement vs Poisson sampling: a comparative study in optimal subsampling
Jing Wang, Jiahui Zou, HaiYing Wang
Faced with massive data, subsampling is a commonly used technique to improve computational efficiency, and using nonuniform subsampling probabilities is an effective approach to im…
stat.ML2021★ 8 cited
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data
HaiYing Wang, Aonan Zhang, Chong Wang
We investigate the issue of parameter estimation with nonuniform negative sampling for imbalanced data. We first prove that, with imbalanced data, the available information about u…
cs.SE2020
Reproducible Science with LaTeX
Haim Bar, HaiYing Wang
This paper proposes a procedure to execute external source codes from a LaTeX document and include the calculation outputs in the resulting Portable Document Format (pdf) file auto…