Columbia University（哥伦比亚大学）

One Pipeline, Many Transformers: Pattern-Specific Imputation Specialists for Tabular Missing Data

TabImpute: 通用零样本填补表格数据

Jacob Feitelberg, Dwaipayan Saha, Kyuseong Choi, Zaid Ahmad, Anish Agarwal, Raaz Dwivedi

机构 * Industrial Engineering \& Operations Research, Columbia University, New York, USA ； Department of Statistics, Columbia University, New York, USA ； Operations Research \& Information Engineering, Cornell Tech, New York, USA 纠错

AI总结 TabImpute通过预训练Transformer实现通用零样本表格数据填补，采用高效特征化和合成数据生成提升填补速度与准确性。