Automated Spectral Kernel Learning

Automated Spectral Kernel Learning

11 September 2019

Jian Li

Papers citing "Automated Spectral Kernel Learning"

15 / 15 papers shown

Title
Functional Variational Bayesian Neural Networks Shengyang Sun Guodong Zhang Jiaxin Shi Roger C. Grosse BDL 52 239 0 14 Mar 2019
Spatial Mapping with Gaussian Processes and Nonstationary Fourier Features Jean-François Ton Seth Flaxman Dino Sejdinovic Samir Bhatt GP 58 53 0 15 Nov 2017
Non-Stationary Spectral Kernels Sami Remes Markus Heinonen Samuel Kaski 48 102 0 24 May 2017
Orthogonal Random Features Felix X. Yu A. Suresh K. Choromanski D. Holtmann-Rice Sanjiv Kumar 86 222 0 28 Oct 2016
Structured Prediction Theory Based on Factor Graph Complexity Corinna Cortes M. Mohri Vitaly Kuznetsov Scott Yang OOD 49 55 0 20 May 2016
Generalized Spectral Kernels Yves-Laurent Kom Samo Stephen J. Roberts 53 55 0 07 Jun 2015
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels H. Avron Vikas Sindhwani Jiyan Yang Michael W. Mahoney 87 166 0 29 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Generalized Singular Value Thresholding Canyi Lu Changbo Zhu Chunyan Xu Shuicheng Yan Zhouchen Lin 56 205 0 06 Dec 2014
Local Rademacher Complexity for Multi-label Learning Chang Xu Tongliang Liu Dacheng Tao Chao Xu 77 81 0 26 Oct 2014
Fastfood: Approximate Kernel Expansions in Loglinear Time Quoc V. Le Tamás Sarlós Alex Smola 92 442 0 13 Aug 2014
Large-scale Multi-label Learning with Missing Labels Hsiang-Fu Yu Prateek Jain Purushottam Kar Inderjit S. Dhillon MQ 80 493 0 18 Jul 2013
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 66 607 0 18 Feb 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 150 6,624 0 22 Dec 2012
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 419 527 0 06 Dec 2012