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Bayesian Inference

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

Papers

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Showing 1476–1500 of 2226 papers

TitleStatusHype
Webservices for Bayesian Learning—0
Weighted Community Detection and Data Clustering Using Message Passing—0
Weighted Mean Curvature—0
What does the free energy principle tell us about the brain?—0
When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution—0
Why bigger is not always better: on finite and infinite neural networks—0
Winner-Take-All as Basic Probabilistic Inference Unit of Neuronal Circuits—0
Worst-Case Analysis is Maximum-A-Posteriori Estimation—0
Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors—0
Subgroup-based Rank-1 Lattice Quasi-Monte Carlo—0
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting—0
Sparse Bayesian Learning Approach for Discrete Signal Reconstruction—0
Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control—0
A Hamilton-Jacobi Reachability-Based Framework for Predicting and Analyzing Human Motion for Safe Planning—0
Meta-Posterior Consistency for the Bayesian Inference of Metastable System—0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability—0
Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts—0
Bayesian Inverse Physics for Neuro-Symbolic Robot Learning—0
A Bayesian Analysis of Dynamics in Free Recall—0
A Bayesian Approach for Accurate Classification-Based Aggregates—0
A Bayesian Approach for Discovering Time- Delayed Differential Equation from Data—0
A Bayesian Approach To Graph Partitioning—0
A Bayesian Approach to Identifying Representational Errors—0
A Bayesian Approach to Multimodal Visual Dictionary Learning—0
A Bayesian brain model of adaptive behavior: An application to the Wisconsin Card Sorting Task—0
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Benchmark Results

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