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 1251–1275 of 2226 papers

TitleStatusHype
Black-box density function estimation using recursive partitioningCode0
Bayesian Importance of Features (BIF)Code0
Bayesian Inference in Physics-Driven Problems with Adversarial Priors—0
From the Expectation Maximisation Algorithm to Autoencoded Variational Bayes—0
Spike and slab variational Bayes for high dimensional logistic regression—0
Analysis of Markov Jump Processes under Terminal ConstraintsCode0
Quantification of Ebola virus replication kinetics in vitro—0
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference—0
Bayesian Inference for Optimal Transport with Stochastic Cost—0
Fundamental Linear Algebra Problem of Gaussian Inference—0
Sequential Likelihood-Free Inference with Neural ProposalCode0
Stochastic Frontier Analysis with Generalized Errors: inference, model comparison and averaging—0
Learning Not to Learn: Nature versus Nurture in Silico—0
Physics-constrained Bayesian inference of state functions in classical density-functional theory—0
Learning Manifold Implicitly via Explicit Heat-Kernel Learning—0
Bayesian Policy Search for Stochastic Domains—0
OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in GermanyCode1
TensorBNN: Bayesian Inference for Neural Networks using TensorflowCode1
Towards Scalable Bayesian Learning of Causal DAGs—0
Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference—0
Amortized Conditional Normalized Maximum Likelihood—0
Multilevel Gibbs Sampling for Bayesian Regression—0
On the representation and learning of monotone triangular transport mapsCode0
Partially Observable Online Change Detection via Smooth-Sparse Decomposition—0
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference—0
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Benchmark Results

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