Search results with tag "Linear learning"

Random Features for Large-Scale Kernel Machines

that combining these randomized maps with simple linear learning algorithms competes favorably with state-of-the-art training algorithms in a variety of regression and classification scenarios. 2 Related Work The most popular methods for large-scale kernel machines are decomposition methods for solving Support Vector Machines (SVM).

  Feature, Linear, Machine, Learning, Support, Vector, Support vector machine, Linear learning