ScholarIQanswers from OpenAlex
Gaussian Processes and Bayesian Inference
TopicLeading institutions, researchers & key papers
Gaussian Processes and Bayesian Inference is a topic indexed in ScholarIQ from OpenAlex.
What is known about Gaussian Processes and Bayesian Inference?
ScholarIQrecord 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?
ScholarIQindexed works
Gaussian Processes and Bayesian Inference has 12 works in the ScholarIQ 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?
ScholarIQopenalex
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?
ScholarIQmost 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?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Gaussian Processes and Bayesian Inference is open access?
ScholarIQopen access share
67%OPEN ACCESS