scientific article; zbMATH DE number 6982975

zbMath1469.68166MaRDI QIDQ4558556

Steffen Grünewälder

Publication date: 22 November 2018

Full work available at URL: http://jmlr.csail.mit.edu/papers/v18/16-147.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

convex setsconditional gradientkernel herding algorithm

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Convex programming (90C25) Learning and adaptive systems in artificial intelligence (68T05) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22) Approximation algorithms (68W25)

Uses Software

• SDPT3

Cites Work

• Solving semidefinite-quadratic-linear programs using SDPT3
• A conditional gradient method with linear rate of convergence for solving convex linear systems
• Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates
• Some comments on Wolfe's ‘away step’
• Finding the nearest point in A polytope
• SDPT3 — A Matlab software package for semidefinite programming, Version 1.3
• A Tight Upper Bound on the Rate of Convergence of Frank-Wolfe Algorithm
• Theory of Reproducing Kernels
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