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2202.01694
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Variational Nearest Neighbor Gaussian Process
International Conference on Machine Learning (ICML), 2022
3 February 2022
Luhuan Wu
Geoff Pleiss
John P. Cunningham
BDL
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Papers citing
"Variational Nearest Neighbor Gaussian Process"
12 / 12 papers shown
A Hierarchical Variational Graph Fused Lasso for Recovering Relative Rates in Spatial Compositional Data
Joaquim Valerio Teixeira
Ed Reznik
Sudpito Banerjee
Wesley Tansey
138
0
0
25 Sep 2025
Monotonic warpings for additive and deep Gaussian processes
Statistics and computing (Stat. Comput.), 2024
Chang Liu
Lauren J. Beesley
Annie S. Booth
Robert B. Gramacy
Yan Zhao
291
6
0
02 Aug 2024
Asymptotic properties of Vecchia approximation for Gaussian processes
Myeongjong Kang
Florian Schafer
J. Guinness
Matthias Katzfuss
341
8
0
29 Jan 2024
Trigonometric Quadrature Fourier Features for Scalable Gaussian Process Regression
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Kevin Li
Max Balakirsky
Simon Mak
254
3
0
23 Oct 2023
Beyond Intuition, a Framework for Applying GPs to Real-World Data
K. Tazi
J. Lin
Ross Viljoen
A. Gardner
S. T. John
Hong Ge
Richard Turner
GP
345
6
0
06 Jul 2023
Actually Sparse Variational Gaussian Processes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Harry Jake Cunningham
Daniel Augusto R. M. A. de Souza
So Takao
Mark van der Wilk
M. Deisenroth
343
9
0
11 Apr 2023
Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization
International Conference on Machine Learning (ICML), 2023
JIAN-PENG Cao
Myeongjong Kang
Felix Jimenez
H. Sang
Florian Schäfer
Matthias Katzfuss
319
12
0
30 Jan 2023
Bézier Gaussian Processes for Tall and Wide Data
Neural Information Processing Systems (NeurIPS), 2022
Martin Jørgensen
Michael A. Osborne
GP
405
2
0
01 Sep 2022
Vecchia-approximated Deep Gaussian Processes for Computer Experiments
Journal of Computational And Graphical Statistics (JCGS), 2022
Annie Sauer
A. Cooper
R. Gramacy
371
51
0
06 Apr 2022
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Felix Jimenez
Matthias Katzfuss
290
18
0
02 Mar 2022
Input Dependent Sparse Gaussian Processes
International Conference on Machine Learning (ICML), 2021
B. Jafrasteh
Carlos Villacampa-Calvo
Daniel Hernández-Lobato
UQCV
296
7
0
15 Jul 2021
Billion-scale similarity search with GPUs
IEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
5,019
0
28 Feb 2017
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