bayesian inference

Bayesian Switching Interaction Analysis Under Uncertainty AISTATS 2014 Bayesian View Synthesis and Image-Based Rendering Principles CVPR 2014 Bayes-Optimal Scorers for Bipartite Ranking COLT 2014 Causal Inference through a Witness Protection Program NeurIPS 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Consistency of weighted majority votes NeurIPS 2014 Decoupled Variational Gaussian Inference NeurIPS 2014 Discovering Latent Network Structure in Point Process Data ICML 2014 Distance-Based Network Recovery under Feature Correlation NeurIPS 2014 Distributed Bayesian Posterior Sampling via Moment Sharing NeurIPS 2014 Doubly Stochastic Variational Bayes for non-Conjugate Inference ICML 2014 Dynamic Rank Factor Model for Text Streams NeurIPS 2014 Effective Bayesian Modeling of Groups of Related Count Time Series ICML 2014 Efficiency of conformalized ridge regression COLT 2014 Efficient Continuous-Time Markov Chain Estimation ICML 2014 Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables AISTATS 2014 Expectation Propagation for Neural Networks with Sparsity-Promoting Priors JMLR 2014 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014 Finding a most biased coin with fewest flips COLT 2014 From MAP to Marginals: Variational Inference in Bayesian Submodular Models NeurIPS 2014 Fully-Automatic Bayesian Piecewise Sparse Linear Models AISTATS 2014 Gaussian Process Classification and Active Learning with Multiple Annotators ICML 2014 Gaussian Processes for Bayesian Estimation in Ordinary Differential Equations ICML 2014 Gaussian Process Volatility Model NeurIPS 2014 Generating Efficient MCMC Kernels from Probabilistic Programs AISTATS 2014