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GPR
GPR
Gaussian Process Regression
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Showing 131–140 of 270 papers
Title
Date
Tasks
Status
Hype
JGPR: a computationally efficient multi-target Gaussian process regression algorithm
May 11, 2022
GPR
Multi-target regression
Code
Code Available
0
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
Apr 28, 2022
Bayesian Optimization
CPU
—
Unverified
0
Time Series Prediction by Multi-task GPR with Spatiotemporal Information Transformation
Apr 26, 2022
GPR
Prediction
Code
Code Available
0
Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space
Apr 21, 2022
BIG-bench Machine Learning
Clustering
—
Unverified
0
Active-learning-based non-intrusive Model Order Reduction
Apr 8, 2022
Active Learning
GPR
—
Unverified
0
SFCW GPR tree roots detection enhancement by time frequency analysis in tropical areas
Apr 6, 2022
GPR
—
Unverified
0
PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations
Apr 6, 2022
Active Learning
Gaussian Processes
—
Unverified
0
Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control
Mar 29, 2022
GPR
Model Predictive Control
—
Unverified
0
GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression
Mar 18, 2022
GPR
regression
Code
Code Available
1
Discrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects
Mar 10, 2022
GPR
Model Discovery
Code
Code Available
0
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