SOTAVerified

Bayesian Inference

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1176–1200 of 2226 papers

TitleStatusHype
Being a Bit Frequentist Improves Bayesian Neural NetworksCode0
Quasi-Bayesian Dual Instrumental Variable RegressionCode0
Analog Seizure Detection for Implanted Responsive Neurostimulation—0
DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs—0
Quantum Speedup of Natural Gradient for Variational Bayes—0
Data augmentation in Bayesian neural networks and the cold posterior effect—0
An Interpretable Neural Network for Parameter Inference—0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Bayesian Boosting for Linear Mixed Models—0
Nonlinear Hawkes Processes in Time-Varying System—0
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference—0
Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models—0
Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks—0
Canonical Cortical Circuits and the Duality of Bayesian Inference and Optimal Control—0
Bayesian Inference for Gamma Models—0
Separated-Spectral-Distribution Estimation Based on Bayesian Inference with Single RGB Camera—0
Online Bayesian inference for multiple changepoints and risk assessment—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Efficient and Generalizable Tuning Strategies for Stochastic Gradient MCMC—0
Calibration and Uncertainty Quantification of Bayesian Convolutional Neural Networks for Geophysical Applications—0
Trajectory Modeling via Random Utility Inverse Reinforcement Learning—0
How particular is the physics of the free energy principle?—0
Vector autoregression models with skewness and heavy tails—0
Privacy Amplification Via Bernoulli Sampling—0
Scalable Quasi-Bayesian Inference for Instrumental Variable Regression—0
Show:102550
← PrevPage 48 of 90Next →

Benchmark Results

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