395 citations · 692 across the 25 of their papers we have counts for
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stat.ML2018★ 395 cited
Model Selection Techniques -- An Overview
Jie Ding, Vahid Tarokh, Yuhong Yang
In the era of big data, analysts usually explore various statistical models or machine learning methods for observed data in order to facilitate scientific discoveries or gain pred…
stat.AP2018★ 3 cited
Combining Predictions of Auto Insurance Claims
Chenglong Ye, Lin Zhang, Mingxuan Han +3
This paper aims to better predict highly skewed auto insurance claims by combining candidate predictions. We analyze a version of the Kangaroo Auto Insurance company data and study…
math.ST2018★ 1 cited
High-dimensional Adaptive Minimax Sparse Estimation with Interactions
Chenglong Ye, Yuhong Yang
High-dimensional linear regression with interaction effects is broadly applied in research fields such as bioinformatics and social science. In this paper, we first investigate the…