Density Ratio Estimation

Density Ratio Estimation refers to estimating the ratio between two probability density functions, with the goal of accurately calculating this ratio through sample data. This method has significant application value in machine learning, such as domain adaptation, anomaly detection, and sample bias correction, effectively enhancing the model's generalization and robustness.