Optimization for Machine Learning and AI
Results
3
repositories owned by
Optimization for Machine Learning and AI
LibAUC
275
Stars
37
Forks
Watchers
LibAUC: A Deep Learning Library for X-Risk Optimization
NeurIPS2021_SOAP
15
Stars
1
Forks
Watchers
Official implementation of the paper "Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence" published on Neurips2021.
SogCLR
19
Stars
4
Forks
Watchers
Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.