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Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

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Showing 1451–1475 of 2226 papers

TitleStatusHype
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks—0
Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles—0
Fundamental Linear Algebra Problem of Gaussian Inference—0
Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models—0
GAN priors for Bayesian inference—0
Gaussian Density Parametrization Flow: Particle and Stochastic Approaches—0
Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation—0
Gaussian Process-based Spatial Reconstruction of Electromagnetic fields—0
Gaussian Processes for Natural Language Processing—0
Gaussian Process Learning-based Probabilistic Optimal Power Flow—0
Gaussian Process Meta-Representations For Hierarchical Neural Network Weight Priors—0
Gaussian Process Meta-Representations Of Neural Networks—0
Gaussian Process Neurons—0
Gaussian Process Neurons Learn Stochastic Activation Functions—0
Bayesian Inference over the Stiefel Manifold via the Givens Representation—0
General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model—0
Generalised Bayesian Filtering via Sequential Monte Carlo—0
Generalization Certificates for Adversarially Robust Bayesian Linear Regression—0
Convergence Rates of Variational Inference in Sparse Deep Learning—0
Generalization of generative model for neuronal ensemble inference method—0
Generalized Bayesian Filtering via Sequential Monte Carlo—0
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation—0
Generalized Dropout—0
Robust Bayesian Inference for Moving Horizon Estimation—0
Generalized Power Priors for Improved Bayesian Inference with Historical Data—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified