posterior distribution

ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models ICLR 2022 Approximate Bayesian Computation via Classification JMLR 2022 BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian Fine-tuning ACML 2022 Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense ICML 2022 Bayesian Risk Markov Decision Processes NeurIPS 2022 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NeurIPS 2022 Being Properly Improper ICML 2022 Data Augmentation MCMC for Bayesian Inference from Privatized Data NeurIPS 2022 Efficient and transferable adversarial examples from bayesian neural networks UAI 2022 Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting JMLR 2022 Fast and Robust Rank Aggregation against Model Misspecification JMLR 2022 Fast Bayesian Coresets via Subsampling and Quasi-Newton Refinement NeurIPS 2022 Fat–Tailed Variational Inference with Anisotropic Tail Adaptive Flows ICML 2022 GATSBI: Generative Adversarial Training for Simulation-Based Inference ICLR 2022 Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022 Knowledge Distillation via Constrained Variational Inference AAAI 2022 Latent Time Neural Ordinary Differential Equations AAAI 2022 Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model IJCAI 2022 Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion Interspeech 2022 Numerical Approximations of Log Gaussian Cox Process (Student Abstract) AAAI 2022 On the Robustness to Misspecification of α-posteriors and Their Variational Approximations JMLR 2022 PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime AISTATS 2022 Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022 Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022 Rapid Convergence of Informed Importance Tempering AISTATS 2022