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 661–670 of 2226 papers

Title	Date	Tasks	Status	Hype	Score
Data-driven Approach for Interpolation of Sparse Data	May 2, 2025	Bayesian InferenceGaussian Processes	CodeCode Available	0	5
Baxter Permutation Process	Dec 1, 2020	Bayesian Inference	CodeCode Available	0	5
Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure	Nov 22, 2019	Bayesian InferenceNeural Architecture Search	CodeCode Available	0	5
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features	Dec 1, 2021	Bayesian InferenceGaussian Processes	CodeCode Available	0	5
Deep Bayesian inference for seismic imaging with tasks	Oct 10, 2021	Bayesian InferenceInductive Bias	CodeCode Available	0	5
Compositional uncertainty in deep Gaussian processes	Sep 17, 2019	Bayesian InferenceGaussian Processes	CodeCode Available	0	5
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy	Sep 13, 2019	AstronomyBayesian Inference	CodeCode Available	0	5
Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks	Dec 16, 2021	Bayesian InferenceDecision Making	CodeCode Available	0	5
A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets	Mar 11, 2021	Bayesian InferenceMissing Values	CodeCode Available	0	5
Bayesian Online Natural Gradient (BONG)	May 30, 2024	Bayesian InferenceSequential Bayesian Inference	CodeCode Available	0	5

Show:10 25 50

← PrevPage 67 of 223Next →

Benchmark Results

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