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 81–90 of 2226 papers

Title	Date	Tasks	Status	Hype
Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees	Nov 2, 2021	Bayesian InferenceGaussian Processes	CodeCode Available	1
Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks	Feb 24, 2020	Bayesian Inference	CodeCode Available	1
A Simple Baseline for Bayesian Uncertainty in Deep Learning	Feb 7, 2019	Bayesian InferenceDeep Learning	CodeCode Available	1
A Practical Introduction to Bayesian Estimation of Causal Effects: Parametric and Nonparametric Approaches	Apr 15, 2020	Bayesian InferenceCausal Inference	CodeCode Available	1
Can Transformers Learn Full Bayesian Inference in Context?	Jan 28, 2025	Bayesian InferenceIn-Context Learning	CodeCode Available	1
ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation	Apr 14, 2021	Bayesian InferenceDecision Making	CodeCode Available	1
Continual Learning via Sequential Function-Space Variational Inference	Dec 28, 2023	Bayesian InferenceContinual Learning	CodeCode Available	1
Convolutional Bayesian Kernel Inference for 3D Semantic Mapping	Sep 21, 2022	Bayesian Inference	CodeCode Available	1
CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators	May 10, 2023	Bayesian InferenceComputational Efficiency	CodeCode Available	1
A Bayesian approach for extracting free energy profiles from cryo-electron microscopy experiments using a path collective variable	Feb 3, 2021	3D ReconstructionBayesian Inference	CodeCode Available	1

Show:10 25 50

← PrevPage 9 of 223Next →

Benchmark Results

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