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 576–600 of 2226 papers

TitleStatusHype
Cold Posteriors through PAC-Bayes—0
Automatic maneuver detection and tracking of space objects in optical survey scenarios based on stochastic hybrid systems formulation—0
Automatic Bayesian Density Analysis—0
A Latent Variational Framework for Stochastic Optimization—0
A Concept Learning Approach to Multisensory Object Perception—0
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control—0
A Bayesian Approach To Graph Partitioning—0
Cohort effects in mortality modelling: a Bayesian state-space approach—0
Collapsed Variational Bayesian Inference for PCFGs—0
Combining human cell line transcriptome analysis and Bayesian inference to build trustworthy machine learning models for prediction of animal toxicity in drug development—0
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference—0
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery—0
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression—0
AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data—0
AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference—0
A Mathematical Walkthrough and Discussion of the Free Energy Principle—0
A Compressed Sensing Approach for Distribution Matching—0
AutoBayes: A Compositional Framework for Generalized Variational Inference—0
BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks—0
A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction—0
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection—0
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models—0
A Mathematical Trust Algebra for International Nation Relations Computation and Evaluation—0
Black-Box Autoregressive Density Estimation for State-Space Models—0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability—0
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Benchmark Results

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