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Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models.
Michael Celentano
Zhou Fan
Licong Lin
Song Mei
Published in:
CoRR (2023)
Keyphrases
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linear models
free energy
linear model
variable selection
belief propagation
competitive learning
gaussian processes
fixed point
linear regression
bayesian inference
probabilistic inference
image processing
regression model
upper bound
sample size
graphical models
causal relationships
lower bound
bayesian networks