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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 24,898 works in the PICO Portal index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Gaussian Processes and Bayesian Inference have?

PICO Portalcitation count

Gaussian Processes and Bayesian Inference has 373,994 citations in the OpenAlex counts PICO Portal stores.

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.

Who are the most-cited researchers behind Gaussian Processes and Bayesian Inference?

PICO Portaltop researchers by citations
1
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
2
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
3
Robert Tibshirani · Statistical Methods and Inference
1,037 works392,382 citations
4
Karl Friston · Neural dynamics and brain function
1,961 works306,828 citations
5
Donald B. Rubin · Statistical Methods and Bayesian Inference
660 works299,342 citations

Where is Gaussian Processes and Bayesian Inference research published, and who funds it?

PICO Portalvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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