conftrace_

posterior inference

138 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) bayesian nonparametrics (270) gaussian process (1200) uncertainty quantification (1393) gibbs sampling (201) mcmc sampling (70) generative model (2892) importance sampling (318)

Papers

Coresets for Scalable Bayesian Logistic Regression NIPS 2016
Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression ICML 2016
Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016
A Bayesian Nonparametric Approach for Multi-label Classification ACML 2016
K2-ABC: Approximate Bayesian Computation with Kernel Embeddings AISTATS 2016
Diversity-Promoting Bayesian Learning of Latent Variable Models ICML 2016
Infinite Hidden Semi-Markov Modulated Interaction Point Process NIPS 2016
DP-space: Bayesian Nonparametric Subspace Clustering with Small-variance Asymptotics ICML 2015
Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015
Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015
Tree-Guided MCMC Inference for Normalized Random Measure Mixture Models NIPS 2015
Infinite Factorial Dynamical Model NIPS 2015
Measuring Sample Quality with Stein's Method NIPS 2015
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
Metadata Dependent Mondrian Processes ICML 2015
Expectation Propagation for Rectified Linear Poisson Regression ACML 2015
Latent Gaussian Models for Topic Modeling AISTATS 2014
Learning Generative Models with Visual Attention NIPS 2014
Rectangular Tiling Process ICML 2014
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data NIPS 2014
Preserving Modes and Messages via Diverse Particle Selection ICML 2014
Approximate Slice Sampling for Bayesian Posterior Inference AISTATS 2014
Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets ICML 2014
Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014