bayesian inference

Posterior Concentration for Sparse Deep Learning NeurIPS 2018 Probabilistically Safe Robot Planning with Confidence-Based Human Predictions RSS 2018 Probabilistic bipolar abstract argumentation frameworks: complexity results IJCAI 2018 Probabilistic Boolean Tensor Decomposition ICML 2018 Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018 Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 2018 Probabilistic Model-Agnostic Meta-Learning NeurIPS 2018 Probabilistic Plant Modeling via Multi-View Image-to-Image Translation CVPR 2018 Probabilistic preference learning with the Mallows rank model JMLR 2018 Profitable Bandits ACML 2018 Query Complexity of Bayesian Private Learning NeurIPS 2018 Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors ICML 2018 Rating Distributions and Bayesian Inference: Enhancing Cognitive Models of Spatial Language Use ACL 2018 Real-time Change Point Detection using On-line Topic Models COLING 2018 Recasting Gradient-Based Meta-Learning as Hierarchical Bayes ICLR 2018 Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach NeurIPS 2018 Representing Social Media Users for Sarcasm Detection EMNLP 2018 Scalable approximate Bayesian inference for particle tracking data ICML 2018 Scalable Bayes via Barycenter in Wasserstein Space JMLR 2018 Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF) ICML 2018 Scaling up Data Augmentation MCMC via Calibration JMLR 2018 Semi-Implicit Variational Inference ICML 2018 Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model COLING 2018 Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels IJCAI 2018 Social Media based Simulation Models for Understanding Disease Dynamics IJCAI 2018