conftrace_

gaussian kernel

60 papers

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Co-occurring keywords

kernel methods (1097) support vector machine (978) kernel approximation (100) kernel ridge regression (111) random feature (89) random fourier feature (59) reproducing kernel hilbert space (334) nystrom method (46) learning rate (192) approximation algorithm (630)

Papers

Multiple Kernel Learning Algorithms JMLR 2011
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials NIPS 2011
Optimal learning rates for least squares SVMs using Gaussian kernels NIPS 2011
Layer-wise analysis of deep networks with Gaussian kernels NIPS 2010
Classification with Gaussians and Convex Loss JMLR 2009
Automatic online tuning for fast Gaussian summation NIPS 2008
Learnability of Gaussians with Flexible Variances JMLR 2007
Infinite-σ Limits For Tikhonov Regularization JMLR 2006
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms JMLR 2006
Support Vector Clustering JMLR 2001