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 351–375 of 2226 papers

TitleStatusHype
Bayesian Inference for Radar Imagery Based Surveillance—0
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks—0
A Bayesian brain model of adaptive behavior: An application to the Wisconsin Card Sorting Task—0
Data Augementation with Polya Inverse Gamma—0
Bayesian inference for spatio-temporal spike-and-slab priors—0
Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control—0
Adaptive Gaussian process surrogates for Bayesian inference—0
Bayesian Inference for Neighborhood Filters With Application in Denoising—0
Bayesian Context Aggregation for Neural Processes—0
Adaptive matching pursuit for sparse signal recovery—0
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control—0
Bayesian data fusion with shared priors—0
Bayesian Data Sketching for Varying Coefficient Regression Models—0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification—0
Bayesian Deep Learning for Discrete Choice—0
Bayesian deep learning framework for uncertainty quantification in high dimensions—0
Analysis of Langevin Monte Carlo via convex optimization—0
Bayesian Differential Privacy through Posterior Sampling—0
Bayesian Inference for NMR Spectroscopy with Applications to Chemical Quantification—0
Analysis of Bayesian Inference Algorithms by the Dynamical Functional Approach—0
Semantic Similarity-Informed Bayesian Borrowing for Quantitative Signal Detection of Adverse Events—0
Bayesian Epistemology with Weighted Authority: A Formal Architecture for Truth-Promoting Autonomous Scientific Reasoning—0
An easy-to-use empirical likelihood ABC method—0
Bayesian estimation of Differential Transcript Usage from RNA-seq data—0
Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks—0
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Benchmark Results

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