Pinned

1. LibAUC LibAUC Public

   LibAUC: A Deep Learning Library for X-Risk Optimization

   Python 271 37

2. ICCV2021_DeepAUC ICCV2021_DeepAUC Public

   Official implementation of the paper "Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification, ICCV2021"

   Python 20 6

3. SogCLR SogCLR Public

   Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.

   Python 18 4

4. NeurIPS2021_SOAP NeurIPS2021_SOAP Public

   Official implementation of the paper "Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence" published on Neurips2021.

   Python 19 1

5. ICML2021_FedDeepAUC_CODASCA ICML2021_FedDeepAUC_CODASCA Public

   Official implementation: "Federated Deep AUC Maximization for Heterogeneous Data with a Constant Communication Complexity", ICML2021.

   Python 4 1

6. NDCG-Optimization NDCG-Optimization Public

   Official implementation of the paper "Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence" ICML2022.

   Python 1