conftrace_

posterior distribution

259 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) uncertainty quantification (1393) bayesian neural network (201) thompson sampling (237) gaussian process (1200) neural network (6616) kullback-leibler divergence (181) generative model (2892)

Papers

Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models NIPS 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017
Causal Inference through a Witness Protection Program JMLR 2016
Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016
DISCO Nets : DISsimilarity COefficients Networks NIPS 2016
MCMC Shape Sampling for Image Segmentation With Nonparametric Shape Priors CVPR 2016
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation NIPS 2016
Determinantal Regularization for Ensemble Variable Selection AISTATS 2016
Compressed Gaussian Process for Manifold Regression JMLR 2016
Measuring the reliability of MCMC inference with bidirectional Monte Carlo NIPS 2016
Sampling for Bayesian Program Learning NIPS 2016
Structure Discovery in Bayesian Networks by Sampling Partial Orders JMLR 2016
Early Stopping as Nonparametric Variational Inference AISTATS 2016
Interactive Bayesian Hierarchical Clustering ICML 2016
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference NIPS 2015
Calibration of conditional composite likelihood for Bayesian inference on Gibbs random fields AISTATS 2015
Stochastic Structured Variational Inference AISTATS 2015
Optimal Bayesian Estimation in Random Covariate Design with a Rescaled Gaussian Process Prior JMLR 2015
Variational Inference with Normalizing Flows ICML 2015
Bayesian Multiple Target Localization ICML 2015
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NIPS 2015
Finite-Time Analysis of Projected Langevin Monte Carlo NIPS 2015
Thompson Sampling for Complex Online Problems ICML 2014
Combining 3D Shape, Color, and Motion for Robust Anytime Tracking RSS 2014
A Bayesian Framework for Online Classifier Ensemble ICML 2014