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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 851–875 of 2226 papers

TitleStatusHype
Approximate Bayesian inference as a gauge theory—0
A Driver Behavior Modeling Structure Based on Non-parametric Bayesian Stochastic Hybrid Architecture—0
Bayesian Inference in High-Dimensional Time-varying Parameter Models using Integrated Rotated Gaussian Approximations—0
Bayesian inference in hierarchical models by combining independent posteriors—0
Approximate Bayesian inference and forecasting in huge-dimensional multi-country VARs—0
Bayesian Inference in Cumulative Distribution Fields—0
Efficient Bayesian synthetic likelihood with whitening transformations—0
Efficient Bayesian species tree inference under the multi-species coalescent—0
Bayesian inference from time series of allele frequency data using exact simulation techniques—0
Applications of the Free Energy Principle to Machine Learning and Neuroscience—0
Adjoint-aided inference of Gaussian process driven differential equations—0
Accelerating Langevin Sampling with Birth-death—0
Efficient Bayesian inference using physics-informed invertible neural networks for inverse problems—0
Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution—0
Efficient Debiased Evidence Estimation by Multilevel Monte Carlo Sampling—0
Efficient Bayesian Inference for Nested Simulators—0
Efficient Bayesian Inference for a Gaussian Process Density Model—0
Efficient Likelihood Bayesian Constrained Local Model—0
Efficient Low-Order Approximation of First-Passage Time Distributions—0
Efficient MCMC Sampling with Expensive-to-Compute and Irregular Likelihoods—0
Efficient Membership Inference Attacks by Bayesian Neural Network—0
Bayesian inference for the mixed conditional heteroskedasticity model—0
A Peek into the Unobservable: Hidden States and Bayesian Inference for the Bitcoin and Ether Price Series—0
Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems—0
Efficient Attack Graph Analysis through Approximate Inference—0
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Benchmark Results

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