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What is: Energy Based Process?

SourceEnergy-Based Processes for Exchangeable Data
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Energy Based Processes extend energy based models to exchangeable data while allowing neural network parameterizations of the energy function. They extend the previously separate stochastic process and latent variable model perspectives in a common framework. The result is a generalization of Gaussian processes and Student-t processes that exploits EBMs for greater flexibility.