CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification

Stephanie Schoch, Haifeng Xu, Yangfeng Ji

Data valuation, or the valuation of individual datum contributions, has seen growing interest in machine learning due to its demonstrable efficacy for tasks such as noisy label det…