Bayesian Learning

Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification Interspeech 2018 Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning IJCAI 2018 Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings Interspeech 2018 Learning Bayesian network classifiers with completed partially directed acyclic graphs PGM 2018 Learning Bayesian Networks by Branching on Constraints PGM 2018 Learning Conceptual Space Representations of Interrelated Concepts IJCAI 2018 Learning Continuous Time Bayesian Networks in Non-stationary Domains IJCAI 2018 Learning Invariances using the Marginal Likelihood NeurIPS 2018 Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction NeurIPS 2018 Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs NeurIPS 2018 Lifted Filtering via Exchangeable Decomposition IJCAI 2018 Markov Blanket and Markov Boundary of Multiple Variables JMLR 2018 Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018 Message Passing Stein Variational Gradient Descent ICML 2018 Meta-Learning MCMC Proposals NeurIPS 2018 Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models ICML 2018 Multiphase MCMC Sampling for Parameter Inference in Nonlinear Ordinary Differential Equations AISTATS 2018 Nested CRP with Hawkes-Gaussian Processes AISTATS 2018 Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks NeurIPS 2018 Nonparametric learning from Bayesian models with randomized objective functions NeurIPS 2018 Pattern-Based Behavioural Analysis on Neurosurgical Simulation Data MLHC 2018 Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018 Predictive Approximate Bayesian Computation via Saddle Points NeurIPS 2018 Predictive Uncertainty Estimation via Prior Networks NeurIPS 2018 Probabilistic Model-Agnostic Meta-Learning NeurIPS 2018