Bandit-Driven Batch Selection for Robust Learning under Label Noise

Michal Lisicki, Mihai Nica, Graham W. Taylor

We introduce a novel approach for batch selection in Stochastic Gradient Descent (SGD) training, leveraging combinatorial bandit algorithms. Our methodology focuses on optimizing t…