Data Contribution Estimation (DCE) for Machine Learning: Tutorial@NeurIPS 2023 in 10-minutes
Prof. Ruoxi Jia, the tutorial's presentor has kindly proofread this summary.
Data Contribution Estimation (DCE) estimates how important a training data point is to the model's performance. People use DCE to (1) find mislabeled data that has negative impact on performance; (2) conduct data valuation to
