PICO Portalanswers from OpenAlex
Gaussian Processes and Bayesian Inference
TopicLeading institutions, researchers & key papers
Gaussian Processes and Bayesian Inference is a topic indexed in PICO Portal from OpenAlex.
What is known about Gaussian Processes and Bayesian Inference?
PICO Portalrecord summary
This cluster of papers focuses on the application of Gaussian Processes in machine learning, covering topics such as variational inference, sparse regression, Bayesian inference, deep learning, and probabilistic models. It also explores the use of Gaussian Processes for nonparametric methods, time series modelling, and handling big data.
How many works does Gaussian Processes and Bayesian Inference have?
PICO Portalindexed works
Gaussian Processes and Bayesian Inference has 12 works in the PICO Portal index. The count is the OpenAlex total, not the number of papers listed on this page.
What is the OpenAlex record for Gaussian Processes and Bayesian Inference?
PICO Portalopenalex
The OpenAlex for Gaussian Processes and Bayesian Inference is on the source record.
What are the most-cited papers on Gaussian Processes and Bayesian Inference?
PICO Portalmost cited works
Solution of physics-based Bayesian inverse problems with deep generative priors
Dhruv Patel, Deep Ray, Assad A. Oberai
On the adaptation of recurrent neural networks for system identification
Marco Forgione, Aneri Muni, Dario Piga, Marco Gallieri
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
Agnimitra Dasgupta, Dhruv Patel, Deep Ray, E. A. Johnson, Assad A. Oberai
Where is Gaussian Processes and Bayesian Inference research published, and who funds it?
PICO Portalvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Gaussian Processes and Bayesian Inference is open access?
PICO Portalopen access share
67%OPEN ACCESS