SOTAVerified

Bayesian Inference

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

Papers

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Showing 1551–1575 of 2226 papers

TitleStatusHype
Improving Graph Out-of-distribution Generalization on Real-world Data—0
Incentive-Theoretic Bayesian Inference for Collaborative Science—0
Incoherent Probability Judgments in Large Language Models—0
In-context Exploration-Exploitation for Reinforcement Learning—0
Explaining Emergent In-Context Learning as Kernel Regression—0
In-Context Parametric Inference: Point or Distribution Estimators?—0
Incorporating Bayesian approaches in Deep Learning Research—0
Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers—0
Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing—0
Inference in continuous-time change-point models—0
Inference of epidemiological parameters from household stratified data—0
Inferential Moments of Uncertain Multivariable Systems—0
Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling—0
Inferring ground truth from multi-annotator ordinal data: a probabilistic approach—0
Inferring perceptual decision making parameters from behavior in production and reproduction tasks—0
Inferring to C or not to C: Evolutionary games with Bayesian inferential strategies—0
Classifying Turbulent Environments via Machine Learning—0
Infinite Ends from Finite Samples: Open-Ended Goal Inference as Top-Down Bayesian Filtering of Bottom-Up Proposals—0
Infinite Latent SVM for Classification and Multi-task Learning—0
InfoNCE is variational inference in a recognition parameterised model—0
Information-theoretic Analysis of Test Data Sensitivity in Uncertainty—0
Information Threshold, Bayesian Inference and Decision-Making—0
Informed MCMC with Bayesian Neural Networks for Facial Image Analysis—0
Integrating time-resolved nrf2 gene-expression data into a full GUTS model as a proxy for toxicodynamic damage in zebrafish embryo—0
Interacting Large Language Model Agents. Interpretable Models and Social Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified