Promoting active learning with mixtures of Gaussian processes

Knowledge-Based Systems, pp. 1050442020.

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Abstract:

Active learning is an effective methodology to relieve the tedious and expensive work of manual annotation for many supervised learning applications. The active learning framework with good performance usually contains powerful learning models and delicate active learning strategies. Gaussian process (GP)-based active learning was propose...More

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