1. Permutation importance: a corrected feature importance measure
2. Avrim L Blum and Pat Langley. 1997. Selection of relevant features and examples in machine learning. Artificial intelligence 97, 1-2 (1997), 245–271.
3. H. Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, and Blaise Agüera y Arcas. 2017. Communication-efficient learning of deep networks from decentralized data. In Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017. arxiv:1602.05629https://arxiv.org/pdf/1602.05629.pdf
4. A survey on feature selection methods