conftrace_

conjugate prior

11 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (6) exponential family models (2) sufficient statistics (2) exponential family (2) nonparametric bayesian (2) probabilistic programming (1) nonparametric clustering (1) dirichlet process mixture (1) levy process (1) bayesian optimization (1)

Papers

Conjugate Bayesian Two-step Change Point Detection for Hawkes Process NeurIPS 2024 A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One JMLR 2022 Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty AAAI 2021 Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs AISTATS 2018 Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks PGM 2016 Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NeurIPS 2015 A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015 Machine Teaching for Bayesian Learners in the Exponential Family NeurIPS 2013 A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NeurIPS 2012 An Exponential Model for Infinite Rankings JMLR 2010 Modeling the spacing effect in sequential category learning NeurIPS 2009