Spectrally-truncated kernel ridge regression and its free lunch

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Spectrally-truncated kernel ridge regression and its free lunch

14 June 2019

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Papers citing "Spectrally-truncated kernel ridge regression and its free lunch"

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Title
Less is More: Nyström Computational Regularization Alessandro Rudi Raffaello Camoriano Lorenzo Rosasco 61 277 0 16 Jul 2015
Randomized sketches for kernels: Fast and optimal non-parametric regression Yun Yang Mert Pilanci Martin J. Wainwright 95 174 0 25 Jan 2015
Matrix Coherence and the Nystrom Method Ameet Talwalkar Afshin Rostamizadeh 145 88 0 09 Aug 2014
Scalable Kernel Methods via Doubly Stochastic Gradients Bo Dai Bo Xie Niao He Yingyu Liang Anant Raj Maria-Florina Balcan Le Song 164 230 0 21 Jul 2014
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 175 282 0 09 Aug 2012
Improved Bound for the Nystrom's Method and its Application to Kernel Classification Rong Jin Tianbao Yang M. Mahdavi Yu-Feng Li Zhi Zhou 114 61 0 09 Nov 2011