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 1701–1750 of 2226 papers

TitleStatusHype
A Unified Kernel for Neural Network Learning—0
AutoBayes: A Compositional Framework for Generalized Variational Inference—0
AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference—0
AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data—0
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery—0
Automated Circuit Sizing with Multi-objective Optimization based on Differential Evolution and Bayesian Inference—0
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control—0
Automatic Bayesian Density Analysis—0
Automatic maneuver detection and tracking of space objects in optical survey scenarios based on stochastic hybrid systems formulation—0
Automatic Variational Inference in Stan—0
Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution—0
A Variational Bayesian Inference Theory of Elasticity and Its Mixed Probabilistic Finite Element Method for Inverse Deformation Solutions in Any Dimension—0
A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM—0
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM—0
A Variational View on Bootstrap Ensembles as Bayesian Inference—0
A visual exploration of Gaussian Processes and Infinite Neural Networks—0
Information-Geometric Barycenters for Bayesian Federated Learning—0
BaCOUn: Bayesian Classifers with Out-of-Distribution Uncertainty—0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)—0
Bandit Learning for Diversified Interactive Recommendation—0
BAR: Bayesian Activity Recognition using variational inference—0
BARNN: A Bayesian Autoregressive and Recurrent Neural Network—0
Barrier Certificates for Unknown Systems with Latent States and Polynomial Dynamics using Bayesian Inference—0
BAT.jl -- A Julia-based tool for Bayesian inference—0
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation—0
Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning—0
Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting—0
Bayesian Approaches for Revealing Complex Neural Network Dynamics in Parkinson's Disease—0
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models—0
Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits—0
Bayesian Boosting for Linear Mixed Models—0
Bayesian brains and the Rényi divergence—0
Bayesian calibration of differentiable agent-based models—0
Bayesian causal inference via probabilistic program synthesis—0
Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks—0
Bayesian Context Aggregation for Neural Processes—0
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control—0
Bayesian data fusion with shared priors—0
Bayesian Data Sketching for Varying Coefficient Regression Models—0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification—0
Bayesian Deep Learning for Discrete Choice—0
Bayesian deep learning framework for uncertainty quantification in high dimensions—0
Bayesian deep learning with hierarchical prior: Predictions from limited and noisy data—0
Bayesian Differential Privacy through Posterior Sampling—0
Semantic Similarity-Informed Bayesian Borrowing for Quantitative Signal Detection of Adverse Events—0
Bayesian Epistemology with Weighted Authority: A Formal Architecture for Truth-Promoting Autonomous Scientific Reasoning—0
Bayesian estimation of Differential Transcript Usage from RNA-seq data—0
Bayesian Evolutionary Swarm Architecture: A Formal Epistemic System Grounded in Truth-Based Competition—0
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences—0
Bayesian Exponential Family PCA—0
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Benchmark Results

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