conftrace_

posterior estimation

34 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) simulation-based inference (31) posterior distribution (259) gaussian process (1200) markov chain monte carlo (725) active learning (1301) unsupervised learning (3264) approximate bayesian computation (33) bayesian network (378)

Papers

XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior NIPS 2018
Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN ACML 2018
Estimating the class prior and posterior from noisy positives and unlabeled data NIPS 2016
Bayesian Markov Blanket Estimation AISTATS 2016
Orderless Tracking through Model-Averaged Posterior Estimation ICCV 2013
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Variational Inference for Diffusion Processes NIPS 2007
Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006