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FALKON: An Optimal Large Scale Kernel Method

FALKON: An Optimal Large Scale Kernel Method

31 May 2017
Alessandro Rudi
Luigi Carratino
Lorenzo Rosasco
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Papers citing "FALKON: An Optimal Large Scale Kernel Method"

8 / 8 papers shown
Title
Joker: Joint Optimization Framework for Lightweight Kernel Machines
Joker: Joint Optimization Framework for Lightweight Kernel Machines
Junhong Zhang
Zhihui Lai
26
0
0
23 May 2025
Training NTK to Generalize with KARE
Training NTK to Generalize with KARE
Johannes Schwab
Bryan Kelly
Semyon Malamud
Teng Andrea Xu
79
0
0
16 May 2025
Supervised Kernel Thinning
Supervised Kernel Thinning
Albert Gong
Kyuseong Choi
Raaz Dwivedi
80
0
0
17 Oct 2024
Optimal Kernel Quantile Learning with Random Features
Optimal Kernel Quantile Learning with Random Features
Caixing Wang
Xingdong Feng
64
1
0
24 Aug 2024
Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning
Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning
Michal Dereziñski
Christopher Musco
Jiaming Yang
75
2
0
09 May 2024
A Bound on the Maximal Marginal Degrees of Freedom
A Bound on the Maximal Marginal Degrees of Freedom
Paul Dommel
101
1
0
20 Feb 2024
Giga-scale Kernel Matrix Vector Multiplication on GPU
Giga-scale Kernel Matrix Vector Multiplication on GPU
Robert Hu
Siu Lun Chau
Dino Sejdinovic
J. Glaunès
41
2
0
02 Feb 2022
NYTRO: When Subsampling Meets Early Stopping
NYTRO: When Subsampling Meets Early Stopping
Tomás Angles
Raffaello Camoriano
Alessandro Rudi
Lorenzo Rosasco
43
32
0
19 Oct 2015
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