conftrace_

random feature

89 papers

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Also known as

RF

Co-occurring keywords

kernel methods (1097) kernel approximation (100) neural tangent kernel (205) neural network (6616) feature learning (1311) random feature approximation (13) double descent (52) stochastic gradient descent (1091) kernel regression (87) ridge regression (134)

Papers

Random Features for Sparse Signal Classification CVPR 2016
Learning Kernels with Random Features NIPS 2016
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients NIPS 2015
Learning with Group Invariant Features: A Kernel Perspective. NIPS 2015
Random Laplace Feature Maps for Semigroup Kernels on Histograms CVPR 2014
Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NIPS 2014
Randomized Nonlinear Component Analysis ICML 2014
Scalable Kernel Methods via Doubly Stochastic Gradients NIPS 2014
The limits of squared Euclidean distance regularization NIPS 2014
Correlated random features for fast semi-supervised learning NIPS 2013
Random Feature Maps for Dot Product Kernels AISTATS 2012
Scrambled Objects for Least-Squares Regression NIPS 2010
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008
Random Features for Large-Scale Kernel Machines NIPS 2007