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 121–130 of 2226 papers

Title	Date	Tasks	Status	Hype	Score
Monte Carlo guided Diffusion for Bayesian linear inverse problems	Aug 15, 2023	Bayesian Inference	CodeCode Available	1	5
Multi-marginal optimal transport and probabilistic graphical models	Jun 25, 2020	Bayesian Inference	CodeCode Available	1	5
Bayesian inference for logistic models using Polya-Gamma latent variables	May 2, 2012	Bayesian InferenceComputational Efficiency	CodeCode Available	1	5
Neural Variational Gradient Descent	Jul 22, 2021	Bayesian Inferenceregression	CodeCode Available	1	5
BioEM: GPU-accelerated computing of Bayesian inference of electron microscopy images	Sep 21, 2016	Bayesian InferenceCPU	CodeCode Available	1	5
Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces	Jun 19, 2021	Bayesian InferenceOut-of-Distribution Detection	CodeCode Available	1	5
Calibrating Transformers via Sparse Gaussian Processes	Mar 4, 2023	Bayesian InferenceGaussian Processes	CodeCode Available	1	5
Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees	Nov 2, 2021	Bayesian InferenceGaussian Processes	CodeCode Available	1	5
Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks	Feb 24, 2020	Bayesian Inference	CodeCode Available	1	5
Bayesian neural networks via MCMC: a Python-based tutorial	Apr 2, 2023	Bayesian InferenceDeep Learning	CodeCode Available	1	5

Show:10 25 50

← PrevPage 13 of 223Next →

Benchmark Results

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