Fast Gaussian Process Regression for Big Data

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Fast Gaussian Process Regression for Big Data

17 September 2015

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Papers citing "Fast Gaussian Process Regression for Big Data"

7 / 7 papers shown

Title
GaPT: Gaussian Process Toolkit for Online Regression with Application to Learning Quadrotor Dynamics Francesco Crocetti Jeffrey Mao Alessandro Saviolo G. Costante Giuseppe Loianno GP 70 6 0 14 Mar 2023
Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control Alessandro Saviolo Jonathan Frey Abhishek Rathod Moritz Diehl Giuseppe Loianno 125 27 0 23 Oct 2022
Adaptive and Collaborative Bathymetric Channel-Finding Approach for Multiple Autonomous Marine Vehicles Nikolai Gershfeld Tyler M. Paine M. Benjamin 82 4 0 20 Sep 2022
Online and Adaptive Parking Availability Mapping: An Uncertainty-Aware Active Sensing Approach for Connected Vehicles Luca Varotto Angelo Cenedese 28 0 0 01 May 2021
A Bayesian Perspective of Statistical Machine Learning for Big Data R. Sambasivan Sourish Das S. Sahu BDL GP 61 20 0 09 Nov 2018
Forecasting of commercial sales with large scale Gaussian Processes Rodrigo Rivera Evgeny Burnaev 52 22 0 16 Sep 2017
Generic Inference in Latent Gaussian Process Models Edwin V. Bonilla K. Krauth Amir Dezfouli BDL 74 28 0 02 Sep 2016