Mikros: Fair Coresets for Greener and More Efficient Machine Learning Training
Sampling algorithm for fair and efficient training
I initiated and drove a collaboration with MSR while working in product. This project was featured by PureAI link. We devloped loss-based sampling method to make training more efficient and fair. This algorithm was deployed in production.