bayesian inference

Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022 BAM: Bayes with Adaptive Memory ICLR 2022 Bayesian Active Learning with Fully Bayesian Gaussian Processes NeurIPS 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Bayesian Continuous-Time Tucker Decomposition ICML 2022 Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022 Bayesian federated estimation of causal effects from observational data UAI 2022 Bayesian Framework for Gradient Leakage ICLR 2022 Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding AISTATS 2022 Bayesian inference via sparse Hamiltonian flows NeurIPS 2022 Bayesian Invariant Risk Minimization CVPR 2022 Bayesian Model-Based Offline Reinforcement Learning for Product Allocation AAAI 2022 Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How ICLR 2022 Bayesian Model Selection, the Marginal Likelihood, and Generalization ICML 2022 Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes JMLR 2022 Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022 Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection CVPR 2022 Bayesian Object Models for Robotic Interaction with Differentiable Probabilistic Programming CoRL 2022 Bayesian Phylogenetic Cognate Prediction NAACL 2022 Bayesian Pseudo Posterior Mechanism under Asymptotic Differential Privacy JMLR 2022 Bayesian Recurrent Units and the Forward-Backward Algorithm Interspeech 2022 Bayesian Risk Markov Decision Processes NeurIPS 2022 Bayesian spillover graphs for dynamic networks UAI 2022 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NeurIPS 2022