conftrace_

likelihood function

7 papers

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Co-occurring keywords

bayesian network (378) bayesian inference (1907) prior distribution (61) mental representations (3) graphical model (864) bayesian observer model (2) inverse problem (240) maximum likelihood estimator (30) cramér-rao lower bound (4) polynomial algorithm (6)

Papers

Adding Constraints to Bayesian Inverse Problems AAAI 2019
Fisher Efficient Inference of Intractable Models NIPS 2019
A sum-product algorithm with polynomials for computing exact derivatives of the likelihood in Bayesian networks PGM 2018
Conditional Probability Estimation PGM 2016
A Framework for Testing Identifiability of Bayesian Models of Perception NIPS 2014
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NIPS 2012
Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005