Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process
Regression with Matérn Correlations

v1v2 (latest)

Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations

7 March 2022

Liang Ding

ArXiv (abs)PDF HTML

Papers citing "Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations"

6 / 6 papers shown

Title
KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks Siyuan Yang Cheng Song Zhilu Lai Wenjia Wang PINN 25 0 0 10 Jun 2025
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals David Bolin Vaibhav Mehandiratta Alexandre B. Simas 56 1 0 16 Oct 2024
Gaussian Processes Sampling with Sparse Grids under Additive Schwarz Preconditioner Haoyuan Chen Rui Tuo 67 0 0 01 Aug 2024
Privacy-aware Gaussian Process Regression Rui Tuo R. Bhattacharya 61 1 0 25 May 2023
Random Smoothing Regularization in Kernel Gradient Descent Learning Liang Ding Tianyang Hu Jiahan Jiang Donghao Li Wei Cao Yuan Yao 62 6 0 05 May 2023
Projection Pursuit Gaussian Process Regression Gecheng Chen Rui Tuo GP 51 13 0 01 Apr 2020