Bayesian Inference

Extending the Use of Adaptor Grammars for Unsupervised Morphological Segmentation of Unseen Languages COLING 2016 Factor Analysis Based Speaker Verification Using ASR Interspeech 2016 Fast Collocation-Based Bayesian HMM Word Alignment COLING 2016 Fast Inference for Interactive Models of Text COLING 2016 Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation NeurIPS 2016 Finite-Dimensional BFRY Priors and Variational Bayesian Inference for Power Law Models NeurIPS 2016 ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016 From Noise Modeling to Blind Image Denoising CVPR 2016 Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations NeurIPS 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016 GLASSES: Relieving The Myopia Of Bayesian Optimisation AISTATS 2016 Hawkes Processes with Stochastic Excitations ICML 2016 Herded Gibbs Sampling JMLR 2016 High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models AISTATS 2016 Hybrid Copula Bayesian Networks PGM 2016 Identifying the irreducible disjoint factors of a multivariate probability distribution PGM 2016 Improved Variational Inference with Inverse Autoregressive Flow NeurIPS 2016 Improving Boundary Estimation in Audiovisual Speech Activity Detection Using Bayesian Information Criterion Interspeech 2016 Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016 Infinite Hidden Semi-Markov Modulated Interaction Point Process NeurIPS 2016 Interacting Particle Markov Chain Monte Carlo ICML 2016 Iterative Refinement of the Approximate Posterior for Directed Belief Networks NeurIPS 2016 Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016 K2-ABC: Approximate Bayesian Computation with Kernel Embeddings AISTATS 2016 Ladder Variational Autoencoders NeurIPS 2016