Xiang-Ru Yu

Wrapped Partial Label Dimensionality Reduction via Dependence Maximization

Partial label learning induces classifier from data with ambiguous supervision, where each instance is associated with a set of candidate labels but only one of which is valid. As a classic data preprocessing strategy, dimensionality reduction contributes to enhance the generalization capabilities o