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The multi-task learning support vector machines (SVMs) have recently attracted considerable attention since the conventional single task learning ones usually ignore the relatedness among multiple related tasks and train them separately. Different from the single task learning, the multi-task learning methods can capture the correlation among tasks and achieve an improved performance by training all...
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