conftrace_

large-scale regression

7 papers

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Co-occurring keywords

randomized hadamard transform (5) numerical linear algebra (35) support vector machine (978) random projection (145) randomized algorithm (112) convergence rate (607) generalized linear model (138) error bound (88) spectral distribution (10) histogram transform (1)

Papers

Histogram Transform Ensembles for Large-scale Regression JMLR 2021
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions NIPS 2021
Scaled Least Squares Estimator for GLMs in Large-Scale Problems NIPS 2016
Bayesian Nonparametric Kernel-Learning AISTATS 2016
Distributed Gaussian Processes ICML 2015
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013
Large-scale Linear Support Vector Regression JMLR 2012