Feature Selection Based on the Shapley Value (IJCAI 2005)

• Shay B. Cohen, Eytan Ruppin, Gideon Dror
• [Paper]

Feature evaluation and selection with cooperative game theory (Pattern Recognition 2012)

• Xin Sun, Yanheng Liu, Jin Li, Jianqi Zhu, Huiling Chen, Xuejie Liu
• [Paper]

Efficient Nonparametric Statistical Inference on Population Feature Importance Using Shapley Values (ICML 2020)

• Brian D. Williamson, Jean Feng
• [Paper]
• [Code]

Interpretable feature subset selection: A Shapley value based approach (Big Data 2020)

• Sandhya Tripathi, N. Hemachandra, Prashant Trivedi
• [Paper]

Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index (NAACL 2021)

• Roma Patel, Marta Garnelo, Ian M. Gemp, Chris Dyer, Yoram Bachrach,
• [Paper]

Joint Shapley values: a measure of joint feature importance (ICLR 2022)

• Chris Harris, Richard Pymar, Colin Rowat
• [Paper]
• [Code]