Improve Noise Tolerance of Robust Loss via Noise-Awareness

no code implementations • 18 Jan 2023 • Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu

To achieve setting such instance-dependent hyperparameters for robust loss, we propose a meta-learning method capable of adaptively learning a hyperparameter prediction function, called Noise-Aware-Robust-Loss-Adjuster (NARL-Adjuster).

Meta-Learning