VC theory, Support vectors and Hedged prediction technology.
Support Vector Machines and Kernels Adapted from slides by Tim Oates Cognition, Robotics, and Learning (CORAL) Lab University of Maryland Baltimore County.
The Kernel Trick Kenneth D. Harris 3/6/15. Multiple linear regression What are you predicting? Data typeContinuous Dimensionality1 What are you predicting.
Graph Classification. Classification Outline Introduction, Overview Classification using Graphs –Graph classification – Direct Product Kernel Predictive.
Xiaofan Jiang, Chieh-Jan Mike Liang, Kaifei Chen, Ben Zhang, Jeff Hsu Jie Liu, Bin Cao, and Feng Zhao Microsoft Research Asia 20120730-Neight.