2 papers
cs.LG2025
Strategic inputs: feature selection from game-theoretic perspective
Chi Zhao, Jing Liu, Elena Parilina
The exponential growth of data volumes has led to escalating computational costs in machine learning model training. However, many features fail to contribute positively to model p…
cs.AI2025
ShapG: new feature importance method based on the Shapley value
Chi Zhao, Jing Liu, Elena Parilina
With wide application of Artificial Intelligence (AI), it has become particularly important to make decisions of AI systems explainable and transparent. In this paper, we proposed…