2001 机器学习 In the 1990s,a new type of learning algorithm was developed,based on results from statistical learning theory: Learning with Kernels the Support Vector Machine(SVM).This gave rise to a new class of theoretically elegant learning machines that use a central concept of SVMs--kernels-for a number of Support Vector Machines,Regularization, Optimization,and Beyond 提取特征 ·选择内核以获得相似性 Bernhard Scholkopf and Alexander J.Smola ·凸优化问题 米 米 。许多完美的定理… D2L.ai 米机器学习 • 提取特征 • 选择内核以获得相似性 • 凸优化问题 • 许多完美的定理 ...... 2001