Learning and Interpreting Features to Rank: A Case Study on Age Estimation

Shixing Chen, Ming Dong, Dongxiao Zhu

Abstract: Previously, it was taken for granted that features learned for classification can also be used for ranking. However, ranking problems possess some distinctive properties, e.g., the ordinal class labels, which indicates the necessity of developing new feature learning procedures dedicated for ranking...