高效流式学习（英文版）

英文标题：Stream Efficient Learning中文摘要：本文介绍了基于数据流的机器学习的概念，提出了流式高效学习的概念，通过初步理论框架的介绍，探讨了在资源受限和时间要求的情况下，如何处理收到的数据以提高学习性能。英文摘要：Data in many real-world applications are often accumulated over time, like astream. In contrast to conventional machine learning studies that focus onlearning from a given training data set, learning from data streams cannotignore the fact that the incoming data stream can be potentially endless withoverwhelming size and unknown changes, and it is impractical to assume to havesu