Wanyi Zhang

A Little Talk on Label Noise

Recently, we are doing research on personal context recognition with sensor data collected from the user’s mobile devices. We investigate other context recognition solutions and find that supervised machine learning is applied in many solutions. These supervised learning solutions have implicit assumption that annotators are experts and they would provide perfectly labeled training data, which …

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