Theoretical Guarantees of Deep Embedding Losses Under Label Noise

Nam Le, Jean-Marc Odobez

Collecting labeled data to train deep neural networks is costly and even impractical for many tasks. Thus, research effort has been focused in automatically curated datasets or uns…