SOTAVerified

Bayesian Inference

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1351–1375 of 2226 papers

TitleStatusHype
Bayesian neural networks and dimensionality reduction—0
Data-Informed Decomposition for Localized Uncertainty Quantification of Dynamical Systems—0
BAT.jl -- A Julia-based tool for Bayesian inference—0
Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes—0
The Exact Asymptotic Form of Bayesian Generalization Error in Latent Dirichlet AllocationCode0
Exploring Variational Deep Q NetworksCode0
Bayesian Inference of Minimally Complex Models with Interactions of Arbitrary OrderCode0
Rule-based Bayesian regressionCode0
Bayesian Inference by Symbolic Model Checking—0
Active pooling design in group testing based on Bayesian posterior prediction—0
Online neural connectivity estimation with ensemble stimulationCode0
Deep Knowledge Tracing with Learning Curves—0
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks—0
Are low frequency macroeconomic variables important for high frequency electricity prices?—0
SBI -- A toolkit for simulation-based inference—0
Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach—0
Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows—0
A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One—0
BaCOUn: Bayesian Classifers with Out-of-Distribution Uncertainty—0
Characteristics of Monte Carlo Dropout in Wide Neural Networks—0
Variational Inference with Continuously-Indexed Normalizing FlowsCode0
Meta-Learning Divergences of Variational Inference—0
Kernel Stein Generative Modeling—0
Stochastic Variational Bayesian Inference for a Nonlinear Forward Model—0
The FMRIB Variational Bayesian Inference Tutorial II: Stochastic Variational Bayes—0
Show:102550
← PrevPage 55 of 90Next →

Benchmark Results

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