“学习算法稳定性”的概念、定义、翻译、参考文献-科学参考

单词	学习算法稳定性
释义	学习算法稳定性 Encyclopedia 理学学习理论释 stability学习算法稳定性学习算法稳定性研究训练数据发生微小变动时学习算法是否仍然具有较好的稳定性，一个稳定的算法是指算法的预测能力不用因为训练数据的微小变动而发生太大的变化，训练数据的微小变动通常指随机减少或改变训练数据集中一个样本。学习算法稳定性能有效刻画学习算法的泛化性、以及学习问题的可学习性，是学习理论中并行于VC维的另一种重要分析工具。学习算法稳定性不依赖与任意函数空间的度量方式，而仅关注与算法自身，因此可以应用于任何无限复杂的函数空间。
随便看	Department of Architecture, GSD, Harvard University Department of Architecture in Beijing University of Technology Department of Architecture in Dalian University of Technology Department of Architecture in Hefei University of Technology Department of Architecture in Nanjing Tech University Department of Architecture in Qingdao University of Technology Department of Architecture in Shandong Jianzhu University Department of Architecture in Southeast university Department of Architecture in Suzhou University of Science and Technology Department of Architecture in Tianjin University Department of Architecture in Wuhan University Department of Architecture in Xi'an Jiaotong University Department of Architecture, School of Fine Arts, University of Pennsylvania Department of Art and Art History , Stanford University Department of ceramic art and design, School of fine arts, Tsinghua University Department of Combating Desertification of National Forestry and Grassland Administration Department of Cultural Heritage and Museology, Fudan Univeristy department of culture industry management Department of Design，Seoul National University Department of Drawing & Engineering in Liangjiang Normal School Department of Film and Audio in the Science College of Jinling university Department of Film, University of St Andrews Department of Film，King's College London Department of Film，Taiwan University of Arts Department of Fisheries and Oceans ，DFO

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