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 1926–1950 of 2226 papers

TitleStatusHype
Calibrating Agent-based Models to Microdata with Graph Neural Networks—0
Calibration and Filtering of Exponential L\'evy Option Pricing Models—0
Calibration and Uncertainty Quantification of Bayesian Convolutional Neural Networks for Geophysical Applications—0
Calibration of Model Uncertainty for Dropout Variational Inference—0
Can Bayesian Neural Networks Make Confident Predictions?—0
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference—0
Canonical Cortical Circuits and the Duality of Bayesian Inference and Optimal Control—0
Can Sequential Bayesian Inference Solve Continual Learning?—0
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning—0
Cascaded Calibration of Mechatronic Systems via Bayesian Inference—0
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models—0
Causal Inference through a Witness Protection Program—0
Predictive Coding beyond Correlations—0
Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT Systems—0
Chance, long tails, and inference: a non-Gaussian, Bayesian theory of vocal learning in songbirds—0
Characteristics of Monte Carlo Dropout in Wide Neural Networks—0
Classified as unknown: A novel Bayesian neural network—0
Clustered Mallows Model—0
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach—0
Co-Creative Learning via Metropolis-Hastings Interaction between Humans and AI—0
Coherent Track-Before-Detect—0
Cohort effects in mortality modelling: a Bayesian state-space approach—0
Cold Posteriors through PAC-Bayes—0
Collapsed Variational Bayesian Inference for PCFGs—0
Bayesian Analysis of Combinatorial Gaussian Process Bandits—0
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Benchmark Results

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