Examples

Learning LibAUC: Basic Examples

This section provides step-by-step tutorials on how to use LibAUC to optimize different performance measures to help users understand the basic concepts of X-Risk optimization.

• Optimizing AUROC loss on imbalanced dataset
• Optimizing AUPRC loss on imbalanced dataset
• Optimizing Partial AUC loss on imbalanced dataset
• Optimizing Compositional AUROC loss on imbalanced dataset
• Optimizing NDCG loss on MovieLens 20M
• Optimizing Contrastive Loss using small batch size on ImageNet-1K