conftrace_

conjugate prior

9 papers

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Co-occurring keywords

bayesian inference (1907) nonparametric bayesian (124) hawkes process (90) multinomial probit (3) kernel methods (1097) image demosaicking (3) ground truth uncertainty (1) bayesian sequential model (1) spacing effect (2) temporal updating (1)

Papers

Conjugate Bayesian Two-step Change Point Detection for Hawkes Process NIPS 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
A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015
Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models NIPS 2015
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NIPS 2012
An Exponential Model for Infinite Rankings JMLR 2010
Modeling the spacing effect in sequential category learning NIPS 2009