Bayesian Inference

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1951–1975 of 2226 papers

Title	Date	Tasks	Status
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation	May 23, 2019	Bayesian InferenceData Augmentation	CodeCode Available
Revisiting Bayesian Autoencoders with MCMC	Apr 13, 2021	Bayesian InferenceDeep Learning	CodeCode Available
Reweighted Expectation Maximization	Jun 13, 2019	Bayesian InferenceDensity Estimation	CodeCode Available
Bistable perception, precision and neuromodulation	Dec 19, 2022	Bayesian Inference	CodeCode Available
Riemannian Laplace Approximation with the Fisher Metric	Nov 5, 2023	Bayesian InferenceComputational Efficiency	CodeCode Available
Bijectors.jl: Flexible transformations for probability distributions	Oct 16, 2019	Bayesian InferenceVariational Inference	CodeCode Available
Riemannian Stein Variational Gradient Descent for Bayesian Inference	Nov 30, 2017	Bayesian Inference	CodeCode Available
AdvancedHMC.jl: A robust, modular and efficient implementation of advanced HMC algorithms	Oct 16, 2019	Bayesian InferenceBenchmarking	CodeCode Available
BAMBI: blind accelerated multimodal Bayesian inference	Oct 13, 2011	Bayesian Inference	CodeCode Available
Wasserstein Gaussianization and Efficient Variational Bayes for Robust Bayesian Synthetic Likelihood	May 24, 2023	Bayesian Inference	CodeCode Available
Multilevel neural simulation-based inference	Jun 6, 2025	Bayesian Inference	CodeCode Available
Fidelity of Hyperbolic Space for Bayesian Phylogenetic Inference	Jun 16, 2022	Bayesian InferenceNavigate	CodeCode Available
Fine-Tuning Generative Models as an Inference Method for Robotic Tasks	Oct 19, 2023	Bayesian InferenceGPU	CodeCode Available
Bayesian inference via sparse Hamiltonian flows	Mar 11, 2022	Bayesian Inference	CodeCode Available
Robust and Conjugate Gaussian Process Regression	Nov 1, 2023	Bayesian InferenceBayesian Optimisation	CodeCode Available
Robust and Scalable Variational Bayes	Apr 16, 2025	Bayesian Inference	CodeCode Available
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics	Sep 19, 2008	Bayesian Inference	CodeCode Available
Robust Anytime Learning of Markov Decision Processes	May 31, 2022	Bayesian InferenceDecision Making	CodeCode Available
Fitting A Mixture Distribution to Data: Tutorial	Jan 20, 2019	Bayesian InferenceBayesian Optimisation	CodeCode Available
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity	Feb 3, 2023	Bayesian Inference	CodeCode Available
Flexible Amortized Variational Inference in qBOLD MRI	Mar 11, 2022	Bayesian InferenceUncertainty Quantification	CodeCode Available
Flexible and efficient emulation of spatial extremes processes via variational autoencoders	Jul 16, 2023	Bayesian InferenceGaussian Processes	CodeCode Available
Automated Scalable Bayesian Inference via Hilbert Coresets	Oct 13, 2017	Bayesian Inference	CodeCode Available
Stochastic Gradient Descent as Approximate Bayesian Inference	Apr 13, 2017	Bayesian Inference	CodeCode Available
Bidirectional Convolutional Poisson Gamma Dynamical Systems	Dec 1, 2020	Bayesian InferenceSentence	CodeCode Available

Show:10 25 50

← PrevPage 79 of 90Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	F-SWA	Accuracy	83.61	—	Unverified
2	F-SWAG	Accuracy	80.93	—	Unverified