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(DCL)Dynamic Curriculum Learning for Imbalanced Data Classification
时间 2021-01-02
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样本不均衡
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负载均衡
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Dynamic Curriculum Learning for Imbalanced Data Classification 动态课程学习用于样本不均衡分类 对于数据不平衡,可以用重采样和代价平衡(cost-sensitive),但它们需要先验知识。为了解决这一问题,本文提出DCL框架,用于每个batch中在线自适应调节采样策略和损失学习,其泛化性能和判别能力更强。受CL启发,DCL由两级课程调度
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相关文章
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How to handle Imbalanced Classification Problems in machine learning?
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Reinforcement Learning for Relation Classification from Noisy Data
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