TimeInf: Time Series Data Contribution via Influence Functions

Yizi Zhang, Jingyan Shen, Xiaoxue Xiong +1

Evaluating the contribution of individual data points to a model's prediction is critical for interpreting model predictions and improving model performance. Existing data contribu…