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regularized algorithm

3 papers

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Co-occurring keywords · papers mentioning both

least squares regression (2) reproducing kernel hilbert space (2) optimal rate (1) kernel hilbert space (1) sketch method (1) convergence rate (1) random projection (1) generalization bound (1) stochastic gradient method (1) nystrom approximation (1)

Papers

Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections JMLR 2020 Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces ICML 2018 Structured Sparsity and Generalization JMLR 2012