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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 1951–1975 of 2226 papers

TitleStatusHype
deBInfer: Bayesian inference for dynamical models of biological systems in RCode0
Nonparametric Bayesian inference of the microcanonical stochastic block model—0
Pano2CAD: Room Layout From A Single Panorama Image—0
Semiring Programming: A Declarative Framework for Generalized Sum Product Problems—0
Formalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning—0
Bayesian Reinforcement Learning: A Survey—0
Quick and energy-efficient Bayesian computing of binocular disparity using stochastic digital signals—0
Adaptive matching pursuit for sparse signal recovery—0
Robust Energy Storage Scheduling for Imbalance Reduction of Strategically Formed Energy Balancing Groups—0
matLeap: A fast adaptive Matlab-ready tau-leaping implementation suitable for Bayesian inferenceCode0
Softplus Regressions and Convex Polytopes—0
Self-Averaging Expectation Propagation—0
Human collective intelligence as distributed Bayesian inference—0
Modelling the Interpretation of Discourse Connectives by Bayesian Pragmatics—0
Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution—0
Bayesian Inference of Bijective Non-Rigid Shape Correspondence—0
Developing and Testing a Bayesian Analysis of Fluorescence Lifetime Measurements—0
Pseudo-Marginal Hamiltonian Monte Carlo—0
Kernel Bayesian Inference with Posterior Regularization—0
Functional Distributional Semantics—0
Efficient Attack Graph Analysis through Approximate Inference—0
Bayesian Inference on Matrix Manifolds for Linear Dimensionality Reduction—0
A unified approach to mortality modelling using state-space framework: characterisation, identification, estimation and forecasting—0
Merging MCMC Subposteriors through Gaussian-Process Approximations—0
PAC-Bayesian Theory Meets Bayesian Inference—0
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Benchmark Results

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