Yu Mao

Image classifier learning from noisy labels via generalized graph smoothness priors

2016

When collecting samples via crowd-sourcing for semi-supervised learning, often labels that designate events of interest are assigned unreliably, resulting in label noise. In this paper, we propose a robust method for graph-based image classifier learning …