conftrace_

conjugate model

4 papers

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Co-occurring keywords

bayesian inference (1907) gradient step (3) computable probability (1) sufficient statistics (14) non-conjugate model (8) probability theory (10) de finetti theorem (2) exchangeable sequence (2) predictive distribution (39) cognitive systems (4)

Papers

Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models AISTATS 2020
Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017
Machine Teaching for Bayesian Learners in the Exponential Family NIPS 2013
Posterior distributions are computable from predictive distributions AISTATS 2010