Relating Leverage Scores and Density using Regularized Christoffel Functions

21 May 2018

Papers citing "Relating Leverage Scores and Density using Regularized Christoffel Functions"

8 / 8 papers shown

Title
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling Antoine Chatalic Nicolas Schreuder Ernesto De Vito Lorenzo Rosasco 32 3 0 22 Nov 2023
On the relationship between multivariate splines and infinitely-wide neural networks Francis R. Bach 13 3 0 07 Feb 2023
Information Theory with Kernel Methods Francis R. Bach 32 40 0 17 Feb 2022
Towards a Unified Quadrature Framework for Large-Scale Kernel Machines Fanghui Liu Xiaolin Huang Yudong Chen Johan A. K. Suykens 26 4 0 03 Nov 2020
The Statistical Cost of Robust Kernel Hyperparameter Tuning R. A. Meyer Christopher Musco 21 2 0 14 Jun 2020
Kernel quadrature with DPPs Ayoub Belhadji Rémi Bardenet P. Chainais 28 39 0 18 Jun 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 29 10 0 29 May 2019
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 88 281 0 09 Aug 2012