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Kernel Methods

34 directly classified papers

Papers per year

Papers

Learning with Group Invariant Features: A Kernel Perspective. NIPS 2015
Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015
Human Action Recognition Based on Context-Dependent Graph Kernels CVPR 2014
JKernelMachines: A Simple Framework for Kernel Machines JMLR 2013
A Kernel Statistical Test of Independence NIPS 2007
Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension NIPS 2006
implicit Online Learning with Kernels NIPS 2006
Gaussian and Wishart Hyperkernels NIPS 2006
Fundamental Limitations of Spectral Clustering NIPS 2006