45 citations · 47 across the 6 of their papers we have counts for
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stat.ML2022
Confounder Analysis in Measuring Representation in Product Funnels
Jilei Yang, Wentao Su
This paper discusses an application of Shapley values in the causal inference field, specifically on how to select the top confounder variables for coarsened exact matching method…
stat.ML2021
CrystalCandle: A User-Facing Model Explainer for Narrative Explanations
Jilei Yang, Diana Negoescu, Parvez Ahammad
Predictive machine learning models often lack interpretability, resulting in low trust from model end users despite having high predictive performance. While many model interpretat…
stat.ML2018★ 1 cited
Estimating Time-Varying Graphical Models
Jilei Yang, Jie Peng
In this paper, we study time-varying graphical models based on data measured over a temporal grid. Such models are motivated by the needs to describe and understand evolving intera…