Ziyi Jia

TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments

Tabular data is widely utilized in various machine learning tasks. Current tabular learning research predominantly focuses on closed environments, while in real-world applications, open environments are often encountered, where distribution and feature shifts occur, leading to significant degradatio…