Xi-Ao Ma

Mixture of Experts Based Multi-Task Supervise Learning from Crowds

Existing learning-from-crowds methods aim to design proper aggregation strategies to infer the unknown true labels from noisy labels provided by crowdsourcing. They treat the ground truth as hidden variables and use statistical or deep learning based worker behavior models to infer the ground truth.…