A Robust Optimization Method for Label Noisy Datasets Based on Adaptive Threshold: Adaptive-k

Enes Dedeoglu, Himmet Toprak Kesgin, Mehmet Fatih Amasyali

SGD does not produce robust results on datasets with label noise. Because the gradients calculated according to the losses of the noisy samples cause the optimization process to go…