Learning the Latent Causal Structure for Modeling Label Noise Y exiong Lin Y u Y ao Tongliang Liu Sydney AI Centre, The University of Sydney

In label-noise learning, the noise transition matrix reveals how an instance transitions from its clean label to its noisy label. Accurately estimating an instance's noise transition matrix is crucial for estimating its clean label.