SOTAVerified|Agents Browse Leaderboard About

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 391–400 of 2226 papers

Title	Date	Tasks	Status	Hype	Score
Batch Bayesian Optimization via Particle Gradient Flows	Sep 10, 2022	Bayesian InferenceBayesian Optimisation	CodeCode Available	0	5
Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations	Jun 7, 2019	Bayesian InferenceVariational Inference	CodeCode Available	0	5
Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler	Oct 24, 2023	Bayesian InferenceComputed Tomography (CT)	CodeCode Available	0	5
Faster MCMC for Gaussian Latent Position Network Models	Jun 13, 2020	Bayesian InferenceClustering	CodeCode Available	0	5
Deep Neural Networks as Gaussian Processes	Nov 1, 2017	Bayesian InferenceGaussian Processes	CodeCode Available	0	5
Fast yet Simple Natural-Gradient Descent for Variational Inference in Complex Models	Jul 12, 2018	Bayesian InferenceVariational Inference	CodeCode Available	0	5
Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference	Sep 30, 2024	Bayesian InferenceContinual Learning	CodeCode Available	0	5
Fidelity of Hyperbolic Space for Bayesian Phylogenetic Inference	Jun 16, 2022	Bayesian InferenceNavigate	CodeCode Available	0	5
Dependent Multinomial Models Made Easy: Stick Breaking with the Pólya-Gamma Augmentation	Jun 18, 2015	Bayesian InferencePosition	CodeCode Available	0	5
Batch Bayesian optimisation via density-ratio estimation with guarantees	Sep 22, 2022	Bayesian InferenceBayesian Optimisation	CodeCode Available	0	5

Show:10 25 50

← PrevPage 40 of 223Next →

Benchmark Results

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