Bayesian Inference

Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations IJCAI 2019 Bayesian Joint Estimation of Multiple Graphical Models NeurIPS 2019 Bayesian Layers: A Module for Neural Network Uncertainty NeurIPS 2019 Bayesian Learning of Conditional Kernel Mean Embeddings for Automatic Likelihood-Free Inference AISTATS 2019 Bayesian Learning of Neural Network Architectures AISTATS 2019 Bayesian leave-one-out cross-validation for large data ICML 2019 Bayesian Loss for Crowd Count Estimation With Point Supervision ICCV 2019 Bayesian Nonparametric Federated Learning of Neural Networks ICML 2019 Bayesian optimisation under uncertain inputs AISTATS 2019 Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019 Bayesian Optimization in Variational Latent Spaces with Dynamic Compression CoRL 2019 Bayesian Optimization Meets Bayesian Optimal Stopping ICML 2019 Bayesian Optimization of Composite Functions ICML 2019 Bayesian Optimization under Heavy-tailed Payoffs NeurIPS 2019 Bayesian Optimization with Binary Auxiliary Information UAI 2019 Bayesian Optimization with Unknown Search Space NeurIPS 2019 Bayesian Parameter Estimation for Nonlinear Dynamics Using Sensitivity Analysis IJCAI 2019 Bayesian Policy Optimization for Model Uncertainty ICLR 2019 Bayesian Posterior Approximation via Greedy Particle Optimization AAAI 2019 Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods ICLR 2019 Bayesian Relational Memory for Semantic Visual Navigation ICCV 2019 Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees JMLR 2019 Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery Interspeech 2019 Bayesian Uncertainty Matching for Unsupervised Domain Adaptation IJCAI 2019 Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019