SOTAVerified

Bayesian Inference

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

Papers

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Showing 1701–1725 of 2226 papers

TitleStatusHype
A Unified Kernel for Neural Network Learning—0
AutoBayes: A Compositional Framework for Generalized Variational Inference—0
AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference—0
AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data—0
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery—0
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference—0
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control—0
Automatic Bayesian Density Analysis—0
Automatic maneuver detection and tracking of space objects in optical survey scenarios based on stochastic hybrid systems formulation—0
Automatic Variational Inference in Stan—0
Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution—0
A Variational Bayesian Inference Theory of Elasticity and Its Mixed Probabilistic Finite Element Method for Inverse Deformation Solutions in Any Dimension—0
A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM—0
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM—0
A Variational View on Bootstrap Ensembles as Bayesian Inference—0
A visual exploration of Gaussian Processes and Infinite Neural Networks—0
Information-Geometric Barycenters for Bayesian Federated Learning—0
BaCOUn: Bayesian Classifers with Out-of-Distribution Uncertainty—0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)—0
Bandit Learning for Diversified Interactive Recommendation—0
BAR: Bayesian Activity Recognition using variational inference—0
BARNN: A Bayesian Autoregressive and Recurrent Neural Network—0
Barrier Certificates for Unknown Systems with Latent States and Polynomial Dynamics using Bayesian Inference—0
BAT.jl -- A Julia-based tool for Bayesian inference—0
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation—0
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Benchmark Results

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