bayesian inference

Flexible Prior Elicitation via the Prior Predictive Distribution UAI 2020 Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel AAAI 2020 Functional Regularisation for Continual Learning with Gaussian Processes ICLR 2020 GaSPing for Utility AAAI 2020 Generalised Bayesian Filtering via Sequential Monte Carlo NeurIPS 2020 Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks UAI 2020 Generating Well-Formed Answers by Machine Reading with Stochastic Selector Networks AAAI 2020 Greedy inference with structure-exploiting lazy maps NeurIPS 2020 Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond NeurIPS 2020 HARK: Harshness-Aware Sentiment Analysis Framework for Product Review (Student Abstract) AAAI 2020 Healing Products of Gaussian Process Experts ICML 2020 Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NeurIPS 2020 Inferring learning rules from animal decision-making NeurIPS 2020 Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics NeurIPS 2020 Involutive MCMC: a Unifying Framework ICML 2020 Iterative Repair of Social Robot Programs from Implicit User Feedback via Bayesian Inference RSS 2020 KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering CVPR 2020 Latent Geographical Factors for Analyzing the Evolution of Dialects in Contact EMNLP 2020 Latent Simplex Position Model: High Dimensional Multi-view Clustering with Uncertainty Quantification JMLR 2020 Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020 Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020 Learning under Model Misspecification: Applications to Variational and Ensemble methods NeurIPS 2020 Learning Weighted Model Integration Distributions AAAI 2020 Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine Translation EMNLP 2020 Low Resource Sequence Tagging with Weak Labels AAAI 2020